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Thomas MampilliTM
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Thomas Mampilli

@thomasmampilli

I build reliable AI systems, data pipelines, and high-performance backend platforms.

India
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At ThoughtSpot, I built an LLM observability stack with Dagster, DuckDB, and Metabase to track production latency and system drift across query languages and model variants. I also developed automated semantic-divergence evaluation and a prompt-debugging simulator for replaying historical user sessions.

I've built durable AI chat workflows, a hybrid-cloud rental aggregator, and a low-latency Go prediction-market matching engine. My work spans Python, Go, React, Temporal, PostgreSQL, Redis, Docker, and cloud infrastructure.

Experience

Work history, roles, and key accomplishments

AGS Health logoAH

Software Development Intern

AGS Health

Jul 2024 - Aug 2024 (1 month)

Implemented deep learning document layout analysis models using PyTorch and HuggingFace transformers to structure raw electronic patient health records. Engineered feature extraction layers to elevate OCR parsing confidence.

Education

Degrees, certifications, and relevant coursework

National Institute of Technology Tiruchirappalli logoNT

National Institute of Technology Tiruchirappalli

B.Tech, Computer Science & Engineering

2022 -

Pursuing a B.Tech in Computer Science & Engineering, expected to graduate in May 2026.

BS

Birla Public School

Higher Secondary Certificate, Science

2019 - 2021

Grade: 94.6%

Completed Higher Secondary Certificate in Science with 94.6%.

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