Ebin Babu Thomas

Was Core Developer. Shipped MVPs for EdTech, Healthcare & Industrial AI.

Applied AI & ML

• Industrial RAG: Fine-tuned Mistral 7B with news ingestion, Bytewax streaming, and Qdrant vector search (internal learning project).

• EdTech: Built speech assessment backend (Whisper/MS APIs) and anti-cheat prototypes (Mediapipe iris/lip tracking).

• Search: Implemented LLM-powered natural language search for real estate listings.

Industrial & IoT Systems

• BPMN Reporting: Rebranded a diagram editor and built a Python API to generate complex, nested-table PDF reports from BPMN files.

• IoT: Developed Python + MongoDB + MQTT data handler for a bioreactor.

Healthcare & Data

• Automation: Built byte-pattern error detection in medical TSV data and a compliance report gen tool.

• Device Tooling: Developed GUIs (Kivy/Tkinter) for medical hardware pitch and a debug tool.

Open Source & Ops

• Meetily: Refactored backend and added OpenAI support (featured on GitHub Trending).

• BPMN Refactor: Built cosine-similarity refactoring support.