Hi, I'm Praneeth Devunuri

Policy: Epsilon-Greedy ε = 0.50

Researcher

I focus on optimization algorithms, decision processes (MDPs), and agentic workflows to automate complex logistics and scheduling networks. Transitioned from Ph.D. research in Connected and Autonomous Vehicles (UIUC) to driving next-generation AI and optimization systems at Optym.

Senior AI Scientist @ Optym | ε-Guy

In reinforcement learning, the epsilon value represents exploration vs exploitation. I embrace this policy by constantly learning and applying complex algorithmic models to optimize networks while exploring the physical world through photography and outdoor trekking.

Creative Explorer & Photographer

Beyond the codebase, I maximize entropy. I capture landscapes via drone, create graphic designs, and embark on high-altitude treks. Exploring new environments helps me discover novel solutions to both digital and physical challenges.

ε
f(x)
💻
⚙️
🚀
📷
🏔️
🚁
Praneeth Devunuri

Professional & Academic Affiliations

Optym
Optym
Amazon
Amazon
University of Illinois Urbana-Champaign
UIUC
Texas A&M University
Texas A&M
IIT Madras
IIT Madras

Professional Journey

A timeline of my academic background and engineering transition.

2025 - Present

Senior AI Scientist

Optym

Optym

Developing and deploying state-of-the-art machine learning models, optimization algorithms, and Generative AI (LLM) workflows to solve complex logistics and transportation scheduling challenges.

2020 - 2025

Ph.D. Researcher & Doctoral Student

University of Illinois Urbana-Champaign

University of Illinois Urbana-Champaign

Researched intelligent transportation systems, reinforcement learning for signal controls, and Large Language Model (LLM) frameworks for transit data under Dr. Lewis Lehe. Graduated in 2025.

2018 - 2020

Graduate Assistant Researcher

Texas A&M University

Texas A&M University

Built autonomous ride-sharing simulations, modeled pricing schemes for Mobility-as-a-Service, and performed emergency vehicle response experiments.

2014 - 2018

Bachelor of Technology

Indian Institute of Technology, Madras

Indian Institute of Technology, Madras

Developed image processing frameworks for traffic extraction, created glass fragmentation test prototypes, and served as Webops Head.

Contact Me

Have a question, a project collaboration idea, or just want to say hello? Drop me an email.

Email Address

devunurisaipraneeth@gmail.com