Carnegie Mellon University

March/April 2024

Allervision Tech

An app-based platform designed to empower individuals with food allergies during grocery shopping by providing a comprehensive tool to easily identify potential allergens in various products. This platform offers a user-friendly interface that allows users to scan products, and swiftly access information on allergen content, ensuring a safer and more informed shopping experience for those with dietary restrictions.

Varsha Sankar, Alumna, College of Engineering

Brayearst Validation Consulting

Brayearst Validation Consulting specializes in using Six Sigma methodology to provide a broad range of validation services. Life Sciences industry companies must comply with regulations that require them to have proof of how well their manufacturing processes make product. Brayearst will leverage their knowledge of the product with engineering and compliance expertise to provide validation documents that will stand up to auditor scrutiny.

Stephanie Brandford, Alumna, College of Engineering


Connect Nest

ConnectNest is a platform that helps people discover delightful unknowns in the community, share entertaining novelty to the world, and enjoy life to its fullest. It allows users to post satisfying local services, explore unknown products and services that fulfill people’s lives, and share fun places to visit at every corner of the world.

Mengru Li, Alumna, College of Engineering
Ashlon Frank, Alumnus, College of Engineering


Fortis Design Collective

Share visual problem solving and systems thinking to all; tactically advising nontechnical startup founders on how to get to first MVP; advising SMBs on how to create and destroy modular processes to advance their businesses

Lisa Leung, Alumna, Heinz College of Information Systems and Public Policy

Galen Health

We are building AI for early detection & prevention of pancreatic cancer

Logan Nye, Masters Student, School of Computer Science
Kushagra Agarwal, Masters Student, School of Computer Science


Lona Signage

Lona Signage looks like Google AdSense, but it is specialized in DOOH advertising. Lona
Signage is an online advertising platform that aims at making DOOH advertising affordable for businesses and advertisers.

Jawad Damir, Alumnus, Heinz College



A web platform to effortlessly create Python web apps in minutes for free, on a mission to be the simplest way to build and share computational tools.

Weichen Qiu, Masters Student, College of Engineering
Khyl Nad, Undergraduate Student, University of Alberta
Kyle Wiskel, Masters Student, University of Alberta
Samer Adeeb, Professor, University of Alberta

Med AI

Alleviate Healthcare Admin Workload by AI

Thomas Tam, Alumnus, Heinz College
Yifeng Wang, Masters Student, School of Computer Science

Nunu Collective

We aim to design and provide gender-inclusive, body-type-inclusive active wear for gender minorities and people whose body type don’t fit the stereotypical social ideal. We believe that everybody should feel comfortable and confident about what they wear.

Kings Jiang, Masters Student, College of Engineering


Our business introduces an innovative map-based social media platform that revolutionizes how users interact with content and connect with others globally. Integrating features of traditional social networks, our platform allows users to post, view, and interact with content tied to specific geographic locations. Enhanced with a robust AI recommendation algorithm, it offers personalized news, advertisements, and social content based on user behavior and preferences

Mingzhen Zhao, Masters Student, College of Engineering
Tony Chen, Masters Student, School of Computer Science

Pittsburgh Drone Services, LLC

Pittsburgh Drone Services, LLC is a multifaceted organization, primarily focusing on workforce education, expert drone repairs, and specialized consultations for infrastructure. Pittsburgh Drone Services tailors solutions to meet the unique needs of its clients, facilitating seamless integration of drone technology into their operations. The company is transitioning into medical cargo delivery company.

Lori Paluti, Ph.D. PEER Fellow in Robotics, School of Computer Science


Re is an app that allows users to discover ways to restyle their clothing through AI scans. By scanning items in their closet, users gain access to restyle options and creative clothing combinations. Re aims to reduce the number of clothes purchased and wasted by encouraging people to restyle and re-wear their clothes.

Hashon Milton, Undergraduate Student, Dietrich College
Lucy Hwang, Undergraduate Student, School of Computer Science


Using LLM, NLP, and neural network to transform current dating process

Yuang Li, Alumnus, Dietrich College


Create course catalog platform for universities that incorporates semantic search course retrieval, generative AI natural language results summarization, and an excellent user interface experience. In exchange for a yearly subscription, the course catalog platform will be a fully managed platform by Velroi.

Thomas Kanz, Undergraduate Student, School of Computer Science


A fully automated cooking robot that can cook a variety of fresh, restaurant-quality recipes at home.

Praveen Venkatesh, Masters Student, School of Computer Science
Shivam Tripathy, Masters Student, School of Computer Science

February 2024


CitizenConnect is a platform that would engage both legislators from all levels of government and citizens to modernize the way we participate in today's democracy. The platform would enable citizens to easily see legislator profiles and bills that are being drafted. People can give input into what is being worked on by either liking or disliking bills, or even adding suggestions to them. From the perspective of the legislator, he or she would be able to see how constituents think of them and be able to re-focus legislative strategies based on this.

Ammu Anil, Undergraduate Student, Tepper School of Business


Real time precise fire forecasting/modeling to help neighborhoods create defensible space against wildfires, help with fire management, and first respond. Drones used for live fire tracking and prediction.

Andrew Jong, Ph.D Candidate, School of Computer Science
Tyler Harp, Alumnus, College of Engineering


Hive Recycling

A directed market place that connects producers of industrial plastic waste with the recycling facilities which rely on clean streams of specific plastics.

Timothy Watts, Masters Student, Tepper School of Business


Companies are spending $100,000s creating video content and $10,000s trying to stretch that content farther. Mycelium is an AI Video editor that will help product teams convert their footage into fresh, informative, and engaging short product demo clips for social media.

Coleman Isner, Undergraduate Student, Tepper School of Business

Oakland Neuro

Selling wearables to track movement patterns of athletes and/or individuals with movement disorders.

Omar Refy, Ph.D. Candidate, Mellon College of Science
Natasha Bustnes, Undergraduate Student, College of Engineering
Ahmed Gurafi, Undergraduate Student, College of Engineering
Nadim Motaghedi, Undergraduate Student, College of Engineering

Perflect AI

Providing low-cost flexible AI-sport coaching/monitoring/motion-tracking solution for golf.

Guangzhao (Zack) Li, Masters Student, School of Computer Science
Yuansong Feng, Masters Student, School of Computer Science
Zack Zeng, Masters Student, School of Computer Science
Yinong Wang, Masters Student, School of Computer Science

Pixel AI

Utilizing autonomous drones equipped with high-resolution cameras to reconstruct scenes and create detailed 3D models enriched with RGB data. This innovative approach aims to provide companies in industries like inspection, insurance, and urban/rural planning with accurate and comprehensive visual insights for informed decision-making.

Aditya Rauniyar, Masters Student, School of Computer Science


Connecting American and European companies to African professionals for remote permanent jobs.

Tunga Tessema, Masters Student, College of Engineering
Akpene Diata Hoggar, Masters Student, College of Engineering
Innocent Ingabire, Masters Student, College of Engineering
Ndze'dzenyuy Lemfon Karl, Masters Student, College of Engineering

Romantic Dinings

AI-powered dating experience centered app.

Jei Park, Undergraduate Student, Dietrich College of Humanities & Social Sciences
Dongkyun Kim, Undergraduate Student, School of Computer Science


Smart UXR

Product managers and UX professionals, are you tired of spending countless hours sifting through data just to understand your customers? Our tool runs quietly in the background, capturing and integrating all customer-related data you come across. With real-time dashboards and instant insights using generative AI, we cut through the noise to bring you a clear, comprehensive understanding of your customers with minimal effort. Say goodbye to the tedious, manual aspects of customer research and hello to rapid, actionable insights.

Dan Hoskins, Masters Student, School of Computer Science
Daniela Decoud, Masters Student, Integrated Innovation Institute
Joseph Konan, Ph.D. Candidate, School of Engineering
Madhura Deshpande, Masters Student, School of Computer Science
Gina Xiao
Rex Pan



Studie is an interactive classroom tool that allows students to better understand lecture material, while giving professor's previously incalculable insights on their students understanding. Studie aims to provide value to the student, professor, and the university in the form of improved comprehension, valuable feedback, and reduced costs (TAs, tutoring...). We train a generative AI model specifically on a courses material which we allow the student access to. Then, we take the student's interaction with this model and produce feedback for the professor. We then produce suggestions for professors to improve their lesson plan based on this data.

Derek Armfield, Undergraduate Student, School of Computer Science

Our Product understands “Knowing major shareholders' historical trading performance is a critical factor before deciding to follow their buy transactions”. We would provide precise and comprehensive analysis of past insider performance for a variety of different timeframes, would allow users to receive significant trades email alerts backed by our proprietary ML algorithm, and we would allow users to configure the watchlist to receive curated insider trades alerts.

Tianning Shen, Masters Student, Tepper School of Business
Ignatius Haris Setiawan Widjaja, Alumnus, School of Computer Science
Guodong Zhao, Alumnus, School of Computer Science


XPlorer is an app, allowing users to collect customizable, visually appealing digital souvenirs. It offers a platform for users to collect and showcase their travel achievements, cherish their memory, and send personalized digital souvenirs to friends to foster their emotional connections. The app also features a gamified social experience, where users can navigate a virtual map and connect with fellow travelers.

Xinpeng Liu, Masters Student, Heinz College of Information Systems and Public Policy
Man Kit Jack Kong, Alumnus, Heinz College of Information Systems and Public Policy
Zirui Li, Heinz College of Information Systems and Public Policy

October/November 2023

AI Coach

Our AI solution diagnose and offers solutions for the issues that gnaw at team dynamics. It enables engineers to collaborate better, resolve interpersonal conflicts, and ultimately, create a synergistic team.

Bin Qi, College of Engineering, Masters Student
Oscar Liu

Al Green

Biological carbon capture and air purification.

Dhruv Jain, College of Engineering, Masters Student
Denise Yip

Ali Mustafa Games

Ali Mustafa Games is the Islamic tabletop games company providing fun, engaging, and beneficial experiences so that Muslims can connect through playful products that reflect their religion and culture.

Safiyyah Scott, School of Computer Science, Masters Student

Bahar Mar Robotics

Products that can make an impact on protecting the oceans, each solving its own unique problem but the common thread is using an autonomous underwater robot.

Paul Grech, Tepper School of Business, Masters Student

Compos Mentis

Compos Mentis revolutionizes legal discovery. We tackle the high costs, poor accuracy, and extensive labor involved in technology-enabled discovery. Our tool leverages gen AI to rapidly categorize millions of documents with exceptional precision, dramatically reducing the time and cost of discovery. This automation ensures critical evidence is not missed, while drastically reducing duration. With Compos Mentis, law firms can focus on winning cases, empowered by mastery over their data and decision-making.

Nate Patterson, Tepper School of Business, Masters Student
Derek Sun, Tepper School of Business, Masters Student


At ConAssist, we're reshaping the construction industry with AI-driven innovation. Our mission is to empower architects, engineers, and construction professionals by streamlining specification creation, promoting sustainability, and eliminating data redundancies. With ConAssist, you can swiftly generate specs, discover low-carbon products, and ensure alignment between drawings and specifications, all while driving a greener future for construction. 

Ruben Quesada, Tepper School of Business, Masters Student
Emily Torrealba, Tepper School of Business, Masters Student


echoher logoEchoHer

EchoHer is a vibrant community where bold women entrepreneurs unite to uplift, empower, and succeed. Our mission is to provide mutual support and foster connections among female founders on their entrepreneurial journeys.

Qianwen Chen, School of Computer Science, Alumni



Farm2Home is a platform that connects local farmers to consumers by bringing them under the same umbrella. It will enable the consumers to access healthier, safer farm fresh options as per their need and convenience.

Radhika Mohanan , College of Engineering, Alumni

Metaverse Museum Alliance Program

Our Metaverse Museum Alliance Program transforms universities’ and local museums into VR form and displays them online, aiming to provide people, regardless of socioeconomic status, with affordable, accessible, and interactive educational experiences. 

Yifan Wang, School of Computer Science, Masters Student

Nerdy Baker

Nerdy Baker teaches science and engineering principles using baking to make the topics more tangible for bakers who are curious about STEM principles.

Jocelyn Mackay, College of Engineering, Peer Fellow for Entrepreneurship


An Islamic fintech platform offering interest-free loans in compliance with Shariah principles.

John Bakhtiyorjon Mirzajonov, Qatar Information Systems, Undergraduate Student
Tokhirjon Mirzajonov, Qatar Business Administration, Undergraduate Student

A subscription-based model aimed at providing a cheap alternative to large language model training, which currently is highly GPU and CPU intensive, resulting in high costs.

Bojun Li, Dietrich College, Undergraduate Student
Derrick Yang, School of Computer Science, Undergraduate Student



Sink Organics

SinkOrganics seeks to replace InSinkErators by transforming food waste into organic compost right under the sink

Jinkai Qiu, School of Computer Science, Masters Student
Belinda Wang, UCLA


Our group is designing an assistive technology device that can be used by people with paralysis to alert loved ones for help.

Justin Lam, College of Engineering, Undergraduate Student
John McNamee, College of Engineering, Alumni
Mohamed Mohamed, College of Engineering, Alumni




September/October 2023


Creating a platform similar to Airbnb, making it convenient for attorneys to find expert witnesses.

Nikhil Malik, Alumnus, Tepper School of Business

Deep Aware

Using deep learning to detect AI-generated content, like text written by ChatGPT and other large language models. Not just to detect AI involvement but also to explain its decision.

Yutian Chen, Undergraduate, School of Computer Science


Improve is a lifestyle wellness app for the workplace. The app helps employees improve their mental and physical health through periodic mindfulness updates/programs.

Shivum Pandove, Undergraduate, Mellon College of Science


Create an educational social media app that provides users with a way to expand their scientific knowledge while also allowing them to contribute to a larger informational hub and compete/collaborate with like-minded students.

Arul Rhik Mazumder, Undergraduate, School of Computer Science
Alex Chen, Team Member
Omar El Nesr, Team Member
Shreyan Ronit Mazumder, Team Member


Omeena introduces a trust-establishing system tailored for secure data authentication and certification. Harnessing the power of zero-knowledge proofs, our platform ensures data integrity and processing across numerous sectors, addressing the demand for both trust and privacy.

Theodore Chapuis-Chkaiban, Graduate Student, School of Computer Science
Paul Lieutier, Team Member


SchoolSphere is the first workplace tool designed for secondary schools. We are mission-focused and social impact oriented with the goal to improve teaching and social/emotional outcomes for teachers, students, and staff — all who learn and work at schools.

Elizabeth Brooks, Alumna, College of Fine Arts

June 2023


AccountMed is a fully integrated accounting software for small private medical practices to save time and cut costs when doing their accounting. 

Halanna Yuh, Alumna, College of Engineering

Ace Robotics

Modular and flexible robotic automation solutions for complex manipulation processes in industries like warehouse automation and assembly.

Xianyi Cheng, Ph.D. candidate, College of Engineering

Advanced Visualizations

Advanced Visualizations aims to develop and bring to market novel, imagery-based technology and operations concepts which advance the deployment of all modes of autonomous vehicles.

Aaron Burns, Ph.D. candidate, College of Engineering

Baniya Robotics

We are working on building a robot that can clean the medium sized solar panel fields.

Rathin Shah, Masters student, School of Computer Science
Kaushik Balasundar, Alumnus, School of Computer Science
Charvi Gupta, Alumna, School of Computer Science


Crescente is a sustainable and innovative design and manufacturing firm which turns textile waste into desirable new-generation materials and business opportunities. We partner with designers and textile manufacturers to ensure they meet ESG requirements while upholding sustainable impact.

Hannah Moon, Alumna, College of Engineering


Currently, we are developing a robot that reduces anxiety in people who have Alzheimer's Disease.

Tess Lojacono, Alumna, College of Fine Arts
Frank Lojacono


flumio logoFlumio

Flumio is a tech startup that uses machine learning and robotics to develop text-to-fabrication technology to provide affordable and easy-to-customize furniture options for customers.

Manuel Rodriguez Ladron de Guevara, Ph.D. candidate, School of Architecture
Ardavan Bidgoli, Alumnus, School of Architecture

Hon! Swimwear

Hon! Swimwear's mission is to unlock the doors of gender euphoria one body-affirming swimsuit at a time. Hon! makes swimsuits with customizable details in cut that enable them to be worn by anyone with any gender expression, any body with any anatomy.

Derek St. Pierre, Masters student, College of Fine Arts


Intelligent assistant that help you to complete computer works by your natural language command. It monitors your daily work flows and propose alternative solutions that are better.

Shuyan Zhou, Ph.D. student, School of Computer Science

speak y'all logoSpeak Y'all

Speak Y'all is a public speaking and career coaching business that provides 1:1 personalized coaching sessions to corporate executives (C-suite, VPs, Senior Directors).

Sammie Walker Herrera, Alumna and Staff, Dietrich College



TechBridge aims to use the search fund model of entrepreneurship through acquisition to identify commercialization opportunities for university-developed technologies.

Jason Chan, MBA candidate, Tepper
Ross Randall, MBA candidate, Tepper

May 2023


Cocreate is an AI platform designed to maximize productivity and focus for enterprises. Our solution empowers product teams and individuals to work autonomously and efficiently, making the most of their time and attention.

With CoCreate, each person has the flexibility to respond in the moment, taking autonomous actions that align with organizational and team goals. By minimizing the need for constant direction, our AI technology enables teams to achieve more while maintaining a clear strategic focus.

Angelina Thomas, Alumna, School of Computer Science

DreamReal Solutions, Inc.

We are using cutting-edge augmented reality to enhance the apartment touring experience, turning empty rooms into professionally furnished properties that engage renters and makes more money for property managers.

Elliot Watson, Alumnus, School of Engineering
Alex Hertz, co-founder



Recruiting automation for startups to find candidates using information from LinkedIn and other sources. Then, we rank them based off attributes specified in unstructured text by the user.

Ram Potham, Undergraduate Student, School of Computer Science
Parth Iyer, Undergraduate Student, School of Computer Science
Alex Lyons, Undergraduate Student, School of Computer Science


AI/ML and advanced analytical techniques in Smart Manufacturing. Helping Manufacturing industries make smarter decisions that will enable better long-term strategies.

Tanmay Raj, Alumnus, School of Engineering


Prêter is an online peer-to-peer luxury fashion short-term rental marketplace designed to connect women who purchase luxury goods to those in their area who want to rent these goods. We empower owners of luxury goods to capitalize on their assets, instead of letting their investments sit in their closet. Unlike competitors, Prêter does not limit the goods available and items can be picked up on the same day.

Tara Lakdawala, Undergraduate Student, School of Computer Science


Relational is a personal CRM application that leverages AI to promote proactive relationship building.

Deniz Birlikci, Undergraduate Student, School of Computer Science

February 2023

AACT logoAdvocacy Analytics Collective Technologies (AACT)

AACT is developing an AI strategy tool to support the research, data analytics, and strategy needs of political advocacy organizations. Using Natural Language Processing technology, AACT provides stakeholder groups with a searchable database of historic advocacy data, relevant political history, and an ai chatbot automated consulting resource to support strategy development and strategic decision-making. Our team also provides direct political strategy advising for clients on an as-needed basis.

Alisar Mustafa, Alumna, Heinz College
Jamila Jordan, Alumna, Heinz College
Danielle Platt
Anna Butuzova


Cittadino Italia

Cittadino Italia builds technology to automate and assist the process of obtaining dual Italian citizenship for current U.S. citizens. The process of becoming a dual U.S. / Italian citizen is complicated, time-consuming, and very manual. Customers can use Cittadino Italia to do things like determine if they are eligible for Italian citizenship, automate booking appointments at the Italian Consulate, and find documents required for approval.

Mike Ferraco, Alumnus, Dietrich College

Ethics coach logoEthics Coach

From one on one coaching to multi-stakeholder programs, Ethics Coach helps purpose-driven business leaders gain clarity on the path ahead, be more effective in the ways that matter to them, and deepen buy-in from peers and stakeholders.

We support executives in aligning their leadership with the change they want to see, and creating the conditions and permission to meaningfully engage colleagues and partners.

We help ethics officers (CSR, Social Impact, etc.) avoid burnout and develop practical paths for buy-in and participation from stakeholders, internal and external.

We empower entrepreneurs to build their company on an ethical foundation, practices, and organizational habits from the start (Ethics MVP).

Dror Yaron, Founder


Language Model Solutions for Legal, Security and Intelligence companies

Ana Elvira Alfaro Pizana, Graduate Student, Heinz College


For 3D artists, game developers, and content creators, we lower skill barriers and time required to create 3D assets with AI-assisted 3D model generation.

Zhizhuo Zhou, Graduate Student, Robotics Institute

moss robotics, Inc.

moss robotics, Inc. is a company focused on developing small-sized robots specialized in weed control for tree nurseries. Starting with a highly autonomous herbicide-spraying robot, we aim to help farms perform affordable, sustainable practices with the most reliable small-sized farm robots.

Yudan Hu, Graduate Student, Robotics Institute
Shrijit Singh, Graduate Student, Robotics Institute
Vrushali Patil, Graduate Student, Robotics Institute



Routree is a social platform where high school students can connect and begin conversations with college and university admission counselors regarding the schools they're interested in. Routree's unique approach enables students to gather information and develop relationships with higher education institutions before the application process begins, thereby taking the guesswork out of a student applying for college, not knowing if it's a good fit socially or if they meet the necessary academic criteria.
Routree is LinkedIn for high school students.

Christophe Johnson, Graduate Student, Tepper School of Business


Autonomous or remotely operated robot swarms for red algae blooms cleanup in waterways.

TJ Thomas, Graduate Student, College of Engineering

Customer Discovery Kickstart Teams 2022

November 2022


Astoria will provide an all-in-one carbon management & accounting platform (CMAP) that improves climate disclosure in both the industrial and financial sector. Customers can leverage Astoria's platform to automate the process of carbon accounting, simplify data integration from all emission data sources, and enable effortless and accurate carbon calculations, without the need for prior knowledge or experience with carbon accounting.

Team Members:
Zhaobang Wu, Masters Student, College of Engineering

Auntie AI is going to be a resource for mothers and their partners after childbirth to help guide and support them during an isolating time with personalized, unbiased, and real-time medical information and practical advice.

Team Members:
Ashleigh Riehl, MBA Candidate, Tepper School of Business
Ellen Lee, MBA Candidate, Tepper School of Business
Shilpa Jais-Stewart, MBA Candidate, Tepper School of Business

BuildTech uses AI to automate the validation and distribution of construction information, improving project quality and streamlining delivery. The initial product is a conversational AI that communicates project specifications (written project requirements) to the construction team, eliminating the need to manually search through physical or digital documents.

Team Members:
Nicholas Ross, Alumnus, College of Engineering


Helping Multi-Family Unit (MFU) Owners realize their Gross Potential Income.

Team Members:
Krish Visht, Undergraduate Student, Dietrich
Jeremy Ryu, Masters Student, College of Engineering
Rushabh Bhansali, Undergraduate Student, Dietrich


An App (Charlie) that allows you to give voice commands to snip audio while listening to audio content, stores the snipped audio content, and allows you to access & reference these notes to review later for exam/quizzes/work, etc. The gist is that this application saves you (students) time by helping you multitask while the App takes notes for you. We charge universities and educational organizations a monthly subscription license, so students can download and use this product.

Team Members:
Nikhil Malik, MBA Candidate, Tepper School of Businesss


Compela helps early-stage startups increase their valuation through corporate enterprise account partnerships which include paid pilot and accelerator programs. By validating startup's market offering through corporate account development, Compela reinforces each company's value proposition as they expand their sales efforts and raise additional funding.

Team Members:
Brian Feldman, MBA Candidate, Tepper School of Businesss


Our business concept is a recruiting platform which will allow small businesses and franchises to equitably hire low wage and shift/contractor labor. We envision anonymized profiles, quick swipe-based recruiter-to-employee matching, and chat gamification to produce a streamlined recruiting process with high engagement and conversion.

Team Members:
Ani Kapuria, MBA Candidate, Tepper School of Business
Maxwell Holmes, MBA Candidate, Tepper School of Business


72% of professionals are subconsciously deterred from connecting with alumni and former acquaintances for discomfort with uncertainty. Unlike networking events, Kinbase creates an event series with both familiar and new faces--not a one-off event with strangers--creating quality time that builds fewer but stronger and higher quality bonds.

Team Members:
Thomas Your, MBA Candidate, Tepper School of Business
Max Wiemer, MBA Candidate, Tepper School of Business

AI controlled robotics system for automatic cell biomanufacturing.

Team Members:
Xinyu Wang, Masters Student, School of Computer Science


On demand parking creating a marketplace which enables firms/individuals (who do have excess parking at certain times) to rent parking spaces out to customers looking for a spot.

Team Members:
Adam Knapp, Masters Student, Heinz College
Simon Knapp, Masters Student, School of Computer Science


AI-generated software optimizes commercial graphic designs for business and individual designers by providing color and composition measurement, customer studies, and conversion rate forecasts. The software transforms customer journeys by analyzing public advertising design data to generate design recommendations that could better align with business/marketing strategies.

Team Members:
Anita Yu Chen, Masters Student, Heinz College


An algorithm that searches through vast databases of mass spectrometry 100X faster than state of the art (submitting to Nature methods in one month). 

Team Members:
Mihir Mongia, Ph.D. Candidate, School of Computer Science


 A note taking app optimized around visuals like slides and videos.

Team Members:
Kelton Zhang, Undergraduate Student, College of Engineering

September 2022


AAIVRY leverages natural language processing and reinforcement learning to provide quick answers to simple ad-hoc analytic needs written in plain English. The ultimate tool for data democratization.

Team Members:
Nicholas Swaminathan, Masters Student, Tepper School of Business

Effect Analytics

EffectAnalytics is a candidate evaluation tool which leverages artificial intelligence to unearth latent characteristics and provide improved analytical insights of a candidate's profile and provides automation solutions as a part of the recruitment and talent acquisition process.

Team Members:
Pranav Dinesh Bhat, Masters Student, Heinz College


The basic idea of this product is to reimagine how individuals and businesses engage with emails. We want to create a more immersive experience that boosts user engagement with brands and other important content through their email. Also we are aiming for the product to eventually be adopted for use in the Metaverse.

Team Members:
Ramon Williams Sobers, Alumnus, CIT
Danny Suarez


Metaverse School

The product is a full-time school in metaverse for 4-8 graders with a curriculum backed by research in cognitive learning to create an impactful VR experience

Team Members:
Sarat Krishna Vakkalanka, Masters Student, Heinz College


The product will help people hunting for jobs online personalize their resume (possibly cover letter too) for a particular job description.

Team Members:
Sanjan Das, Masters Student, School of Computer Science

Taproot Drums

Percussion instrument manufacturing using eco-friendly/sustainable materials.

Team Members:
Sean Andres, Masters Student, School of Fine Arts


Trace allows conscious consumers to look up an article of clothing/brand and be able to identify the true environmental and social impact of production throughout the entire supply chain, allowing for transparency. Using blockchain technology and analytics, consumers can determine where the clothes/products were sourced from - ranging from Raw Materials, Fabric Manufacturer, Garment Assembly, Distribution and Sales, to the Retailer and Waste.

Team Members:
Kruppa Raghuraman, Masters Student, Information Security


We are currently working on developing:
1. Trash Detection tech - A complete waste analysis and segregation solution with scalable, affordable hardware and intelligent software.
2.The Trashify Can - An automated waste bin that segregates the trash at the source

Team Members:
Nikita Bhagwat, Alumnus, School of Architecture


Driving personal growth via cross-category card rewards.

Team Members:
Yusheng Chen, Masters Student, Heinz College

Summer 2022


AI-driven Contract Review designed for Law Firms to make the risk analysis and review process more efficient and standardized.

Team Members:
Manish Agnihotri, Masters Student, Institute for Politics and Strategy


Beyond Canvas is an image sharing and critiquing platform for art students in the form of mobile application.

Team Members:
Won Woo Nam, Undergraduate Student, School of Computer Science
Christy Zo, Undergraduate Student,  School of Design
Andrew Park, Undergraduate Student, School of Computer Science

Blue Earth Tech

We are a renewable energy startup with an in-pipe renewable energy product. Our product is to lower the consumers electric bill while reducing their carbon footprint.

Team Members:
Kyle Snyder, Masters Student, Integrated Innovation Institute


Early detection of Prediabetes through remote health monitoring.

Team Members:
Karan Bhadri, Masters Student, Integrated Innovation Institute and Mechanical Engineering



Automating Supermarkets/Grocery Stores by retrofitting low cost robotic solutions. These solutions include smart autonomous carts (fast checkouts, autonomous re-balancing), improved security and cost efficient inventory management.

Team Members:
Naman Gupta, Masters Student, Information Networking Institute
Xinyi Xiang, Undergraduate Student, Dietrich College Interdisciplinary and Human-Computer Interaction
Mang Yin Mo, Masters Student, Computational Biology

Element Robotics

Our vision is to be the company that builds and operates space robots as a service for extra terrestrial exploration and human base development.
We want to start by building a space qualified micro-rover platform that will have mobility, solar power and autonomous navigation as out-of-the-box features. This platform will be able to house payloads of pre-defined dimensions.

Team Members:
Saksham Khurana, Masters Student, Electrical & Computer Engineering and Integrated Innovation Institute
Tenzin Crouch, Visiting Fellow, ISR: Institute for Software Research

Piximo Robotics

Gig economy robot teleoperation over the web for food delivery.

Team Members:
Amirardalan Tajbakhsh, Doctoral Student, Mechanical Engineering
Sean Wang, Doctoral Student, Mechanical Engineering


ReStitch is a software-based platform that mediates connections between holders of used textiles, brands/retail/donation centers, and recycling facilities to create value out of otherwise landfilled material.

Team Members:
Guillermo Gutierrez, Masters Student, Civil & Environmental Engineering and Integrated Innovation Institute
Manish Mishra, Masters Student, Civil & Environmental Engineering


We are a service that provides loans to entrepreneurs in Africa. Our model is unique in that it directly connects lenders in the U.S. with entrepreneurs in Africa similar to Kiva & Zidisha. However, unlike those platforms which offer zero interest loans, lenders on our platform are able to earn a return via interest.

Team Members:
Patrick Irwin, Masters Student, School of Public Policy & Management
Prangchai Piladit, Masters Student, Business Administration


Our business concept is to deploy autonomous mobile manipulators at urban curb-side electric
vehicle (EV) charging stations that have the capability to navigate the site and plug/unplug
charger into/from EVs. Currently, charging stations tend to have limited usage since EV owners
are required to physically unplug their vehicle after 4-6 hours of charging so that other users can
access the station; by automating the physical charging procedure, user’s will have a more
convenient charging process and charge station usage can be optimized to maximize provider’s

Team Members:
Bruce Kim, Masters Student, Robotics Institute
Sabrina Shen, Masters Student, Robotics Institute

Super Pass

In a world of premium passes, a website that lets you try all things premium for less.

Team Members:
Shivani Jakhmola, Masters Student, Integrated Innovation Institute

Travlr (formerly OnTheSpot)

Travel planning and booking platform that enables users to receive curated recommendations
and search for and share itineraries.

Team Members:
Nicholas Possi-Moses, Masters Student, Business Adminstration
Benjamin Oppenheim, Masters Student, Business Adminstration
Shivangee Sabharwal, Masters Student, Integrated Innovation Institute


A user friendly avatar construction platform for AR/VR applications

Team Members:
Shihong Liu, Masters Student, Information Systems

Verify NFT

Rapid credential verification using web3. We help organizations issue digital credentials as NFTs so that they are forever secure, verifiable and accessible on a public blockchain. We are currently focused on micro-credentials ( like online certificates from a Coursera or Udemy, hackathon participation and volunteer work ), but this concept also has great potential for academic degree issuance and work experience verification. 

Team Members:
Abhraneil Chandra, Masters Student, Information Systems
Seeulee Upadhyaya, Masters Student, Information Systems
Akshay Garg, Masters Student, Business Administration
Neha Chintamaneni, Undergraduate Student, Dietrich College

Pilot Program Spring 2022


A security hardware/application tool for an enterprise environment that predicts/measures malice intent in real time. This tool will work as a precursor to help identify risk/loss before it happens.

Team Members:
Jennifer Kouragian,  Masters Student, Integrated Innovation Institute


Confidant aims to help women identify, diagnose and manage PCOS through the course of their lives.

Team Members:
Ishita Shah, Masters Student, Integrated Innovation Institute



Experiskill aims to create a platform that allows those with a teachable skill or hobby to easily create an online presence and manage classes and also helps connect prospective students with these teachers to build meaningful relationships.

Team Members:
Akshaya Kumar, Masters Student, Integrated Innovation Institute
Amanda Quint, Masters Student, Integrated Innovation Institute
Kevin Kim, Masters Student, Integrated Innovation Institute


Nile empowers communities in the bottom billion, who live in unaddressed slum settlements but have experienced exponential smartphone penetration, with access to package deliveries. With sights on becoming the Uber of e-commerce deliveries, we connect these individuals with proxy delivery address providers within their neighbourhood, which allows them to access package deliveries. At Nile, my team and I have developed a lean, software-based alternative to e-locker systems, which are difficult to deploy in these markets due to high overheads, crime rates and vandalism.

Team Members:
Tejas Venkatesh, Undergraduate Student, Dietrich College Interdisciplinary
Martin Ackermann, Undergraduate Student, School of Computer Science
Brian Chien, Undergraduate Student, Mechanical Engineering