Sai Praneeth Potladurthy
Enton | Machine Learning | LLM & CV
- Role
- Member of Technical Staff at ENTON
- Location
- Santa Clara, CA, US
- LinkedIn followers
- 500 followers
About Sai Praneeth Potladurthy
With a strong foundation in deep learning, computer vision, and large language model optimization and an M.S. in Machine Learning at UC San Diego, I am skilled in developing scalable ML systems, edge-optimized inference, and neuromorphic algorithms, with hands-on expertise in PyTorch, HuggingFace, ONNX, and AWS deployment pipelines. Professional experience spans ML research at UC San Diego, building real-time anti-spoofing systems at Avolta Canada, and full-stack software engineering at Cognizant. Demonstrated success in improving model accuracy, reducing training costs, and deploying AI solutions with measurable impact. Passionate about advancing AI systems that are efficient, reliable, and deployable at scale.
Experience
Member of Technical Staff
Jan 2026 — Present · US
Built a shared SWR caching layer across terminal, bank, and chat flows, reducing duplicate fetches and improving frontend responsiveness- Implemented Redis-backed chat persistence for an AI agent, enabling reliable multi-turn conversations and low-latency streaming across serverless requests- Improved terminal reliability at 700-user scale by adding cache warm-up, concurrency limits, and real-time UI/data-loading fixes.
Education
UC San Diego
Master of Science - MS, ECE - Machine Learning & Data Science
Matrusri Engineering college
Bachelor of Engineering, Electronics and Communications Engineering
2017 — 2021
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