Portfolio

Selected work.

Representative engagements across industrial AI, personal knowledge systems, and production model deployment—shared as industry archetypes without client names.

ML pipeline
Cloud
Industrial

Industrial analytics platform

An AI and data platform that turned factory sensor streams into actionable predictions—designed, built, and deployed as a production MVP for one of the largest manufacturers in its sector.

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RAG
LLM
Full stack

Personal knowledge system

A full-stack LLM product that transforms continuous audio from a wearable device into a personal knowledge base—with retrieval-augmented answers users can explore through conversation.

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Fine-tuning
API
MLOps

Production classification API

A fine-tuned language model that classifies short social text for emergency relevance—benchmarked rigorously, ranked competitively on a public leaderboard, and deployed as a real-time API.

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