Carnegie Mellon University

Practicum Project

Work with the smartest minds at CMU to develop and improve ideas as an INI Practicum Project sponsor!

Through the practicum experience, teams of INI students in information networking, security, and mobile and IoT engineering collaborate with industry sponsors to tackle problems, pilot new ideas and establish proof-of-concept for top companies, agencies and organizations. These projects span a variety of topics in computing, mobile systems and security, and range from fundamental research to software development.

Why Sponsor a Practicum Project? 

lightbulb-clear.pngMeaningful Impact

Practicum projects are an outstanding way for companies to work with the smartest minds at CMU in order to develop and improve ideas. Students leverage their background and experience to provide novel approaches to a project that will have meaningful impact on the company.

grad-icon.pngRecruitment Opportunity

Sponsoring a practicum grants companies early access to exceptionally qualified INI students. From pitching project proposals to the entire pool of talented INI students to working closely with a small project team, the practicum environment is ideal for evaluation and recruiting.

Have an idea for a project? Connect with our Practicum Team and we can help move it forward.

How It Works

3-6 Students Per Team

Matched according to skill sets and interests

14 Weeks

During CMU's fall or spring semester, which is typically 14 weeks.

1400+ Hours of Work

Teams of 5 log throughout the semester

Submit a Proposal!  

We welcome proposals from corporate, government and research sponsors. Please review each step below for instructions on preparing and submitting your proposal.

The INI Practicum Proposal form collects information about potential practicum project sponsors, including details about the sponsoring organization, the project and the student background skills required for project success on the project.

Sponsorship Information:

  • Contact information for a technical and a business contact
  • Sponsoring company or organization name
  • Name of faculty/staff contact at CMU, if applicable
  • Whether INI and CMU may publicize sponsor's involvement in the INI Practicum
  • Confirmation that sponsor will agree to the terms and conditions of our Educational Project Agreement 
  • Please note that sponsorship includes a financial contribution:
    $40k for-profit entities
    $36k CyLab Partner
    $25k small businesses (as defined by SBA)
    $0 government organizations and non-profits 

2. Proposal Submission: You will have the option of submitting your proposal by either entering responses into a series of text boxes or providing a link to a proposal document. In either case, the proposal must include the following:

  • Brief-yet-descriptive project title that captures the essence of the project
  • Few-sentence summary of the project and goals
  • Detailed, several-paragraph description of the project, including background, motivation, technical challenges, relevant technologies, etc.
  • Short list of expected project goals or outcomes that the project team could aim for. For example, explain a prototype or demo that would be of interest to the sponsor. Please note that educational projects are not allowed to have specific technical deliverables that are required by the sponsor.

3. Project Skills Requirement: You will be asked to rank skills that are required or beneficial to the project, such as cloud computing, machine learning, secure coding, etc. 

Sponsorship of INI Practicum projects is done under a CMU Educational Project Agreement (EPA) and requires a financial contribution to the INI, the amount depending on the sponsoring organization as:

$40k for-profit entities
$36k CyLab Partner
$25k for small businesses (as defined by SBA)
$0 for government organizations and non-profits

Negotiation of the agreement's terms and conditions are subject to an increase in sponsorship fees and must be initiated as soon as possible. Please note that certain terms are non-negotiable.

Practicum at CMU Silicon Valley

CMU students retain ownership of their intellectual property. At the above levels of sponsorship, sponsoring companies receive a non-exclusive, royalty-free, commercial-use license to use the student work product from the project course. Additionally, the teams share an archive of their work with the sponsor at the end of the semester. Sponsors interested in additional IP rights can negotiate directly with the students after the end of the academic semester.

Submissions for 2023 proposals are open.

Submit your proposal

Want to chat about this opportunity? Contact the INI practicum team by email with questions.

Recent Sponsors 

Adobe • Carnegie Mellon University  Cisco • Citi • Democracy Lab • Ericsson • Ford • Google • Intel • Microsoft • NASA • Samsung • SLAC National Accelerator Laboratory • Staris • Visa ...and more! 

Students demonstrating the fling-to-display gesture at Google's headquarters.


"Practicum gives us an opportunity to explore projects from a perspective that we normally wouldn't be able to take. This is essentially the number one goal, along with creating better future tech employees!"


Cisco Cyberwarfare Practicum Team


"From a sponsor's perspective, the value of the practicum is influence. Sharing the Cisco brand and culture, inspiring the next generation, giving back - all while improving our recruiting pipeline."


SLAC Practicum Team

SLAC National Accelerator Laboratory

"The value for us is to meet and benefit from the contributions of top students, who bring an amazing energy and enthusiasm, and an amazing set of skills and new tools."


Quin Practicum Team


"The students completed the proof-of-concept to validate the idea, added features and resolved issues along the way. That's tremendous help for me to take the next step for my work."


Recent Project Examples

Monitor Creative Cloud Express with AIOps

Sponsor: Adobe | Fall 2022

The team built a Machine Learning system, based on incoming metrics, to help site reliability engineers (SREs) analyze the large amounts of data and provide monitoring and anomaly detection. Given the incoming metrics from Prometheus, the team decided the right statistics for the metrics in the system and created corresponding alerts for these statistics.

Smartphone-based Peer-to-peer Blockchain-enabled Compute & Workload Sharing

Sponsor: Honda Development & Manufacturing of America | Fall 2022

Today, smart cars rely on cloud based services for computational needs such as predicting efficient routes and preventing accidents. Can we offload computation tasks to idle cars? In the team's project, they designed a system where idle cars may perform computation tasks requested  by other cars and earn cryptocurrency in return. 

TrustDER - Keymaker

Sponsor: Slac | Fall 2022

A software-based decentralized verification system is that the identity of devices can be verified while preserving privacy, meaning it does not need an additional protection mechanism. There are numerous applications for the blockchain-based identity Provisioning and Verification System. Typically, devices are present in heterogeneous environment. The presence of multiple devices produced by different manufacturers makes identity verification through software-based approach more enabling and efficient.

Simulation and Analysis of Airport Surface Operations

Sponsor: NASA | Fall 2022

This project's objective is to build tools to investigate transportation logistics problems, specifically the surface movement of aircrafts at a busy airports.The tool can be used to simulate flight itineraries, controller commands, aircraft movement and uncertainty. As well as help conduct experiments to automate some decisions and discover more efficient ways to resolve the scheduling problem.

Security Analysis of Consumer IoT System 

Sponsor: Carnegie Mellon University | Fall 2021

With the rapid increase of IoT devices, the attack surface of in-home networks has grown significantly, imposing a security risk since these devices have become a primary target for cybercriminals. Many different types of attacks could be avoided with an anomaly detection system that aims to reduce the risk of IoT device attacks. The team developed the foundation for an anomaly detection system that specifically performs data collection and device type identification in the network. To achieve this, different tools and methods were used to complete each task including Scapy (powerful packet manipulation program), nProbe (extensible NetFlow probe/collector), and Machine Learning (ML) algorithms. Training of the ML models using a decision tree classifier and random forest classifier resulted in an accuracy of 97% and 98% respectively. These results contribute to the foundation of a more complex IoT anomaly detection system that will apply an ML detection model for each identified IoT device.

BLOSEM: Blockchain for Optimized Security and Energy Management 

Sponsor: SLAC | Fall 2021

Establishing end-to-end security of critical grid infrastructure such as grid assets is one of the most challenging areas in energy infrastructure management. Compromised assets installed in the energy grid can expose the entire energy delivery system to cyber threats and risk the collapse of critical national infrastructure. This project involves working with SLAC National Accelerator Labs to enhance grid resilience against cyber attacks by developing a blockchain-based distributed, decentralized, and privacy-preserving supply-chain management system. The system is used to verify grid asset integrity through the supply chain and identify if the assets were tampered with during transit. Particularly, the system is designed to protect against clone attacks and false data injection attacks on grid assets.

Cloud-native Machine Identity Management for Authentication and Authorization 

Sponsor: Venafi | Fall 2021

SLAC National Accelerator Laboratory, funded by the U.S. Department of Energy, is building a Smart Grid Management Platform (SGMP) to address to integrate, manage and streamline the operation of distributed energy devices (DERs). The team utilizes cloud, web, IoT, mobile and augmented reality technologies to help smart grid researchers, utility operators and home users to effectively collect, visualize, analyze grid energy data in order to predict, plan and optimize grid operations. The team implemented (1) the home hub software that streams home DER data to the cloud datastore, (2) a flexible authentication and authorization framework to manage access to platform resources and user frontends, (3) an efficient and flexible API service to access DERs and analyze grid data, (4) a web-based monitoring and management frontend, and (5) a mobile app with intuitive augmented reality interface for home users to view home energy information. The deployed system offers flexible & realtime data analytics for researchers, effective & customizable operation management for operators, simple visual monitoring for home users, and easy onboarding of researchers via software abstraction.

Internet-of-Things Data Fusion

Sponsor: National Security Agency | Fall 2020

As their proliferation increases, Internet-of-Things (IoT) devices continue to generate more data and new types of information. Such devices are increasingly used by personnel in military installations, creating digital dust that presents a growing operational security concern for National Security Agency and Department of Defense organizations. This project team seeks to better understand how different IoT datasets could interact with each other and provide intelligence to adversaries. 

Serverless SIEM/Log Management Solution 

Sponsor: Procter & Gamble | Fall 2020

As a multinational company, P&G has Security Operations Center (SOC) teams that rely on SIEM (Security information and event management) systems to collect and aggregate event logs from across the enterprise to analyze and respond to security incidents. However, SIEM solutions have been expensive and difficult to scale. Therefore, this project team seeks to design and implement a scalable SIEM based on the existing cloud service infrastructure.

Mobile Peer-to-Peer Blockchain Enabled Sharing (MP2P-BES) 

Sponsor: T-Mobile | Fall 2020

The goal of this project is to develop a Peer-to-Peer Prototype that provides network access and secure public peer-to-peer sharing of mobile device resources. The major components include blockchain technology-based engine, smart contract policy enforcer module, peer to peer protocol, hotspot tether slice resource module, private ledger engine, and peer-to-peer subscriber database.