HomeWork
Things I've built.
AI/ML Engineer at TurtleLogix LLP since Jul 2025: three systems for Lakshmikumaran & Sridharan.
At TurtleLogix LLP
- Sole developer
106,000+
emails classified since Aug 2026
IPR Docket
Email triage platform. About 2,500 emails a weekday, each classified within a median of 2 seconds.
- Go
- Vue 3
- PostgreSQL
- Redis
0.83
macro F1, held-out, on 4-class triage
Email classification service
Nine models compared on 92,700 labelled emails with matter-level splits.
- Python
- scikit-learn
- PyTorch
- FastAPI
- vLLM
- Team project
~30%down to<1%
structured-output failures
FER drafting platform
A 14-node LangGraph pipeline with 4 ReAct agents on a self-hosted model, hardened for the October 2026 release.
- Node/TypeScript
- Django
- React
- Python
- LangGraph
- Postgres
- Qdrant
- My own project · Live
100 of 100
invented quotes caught by Pramaanam. One AI model let 35 of the same 100 through.
Pramaanam
Citation verifier for Indian Supreme Court judgments. Checks against 38,397 judgments.