01, developer tools
skillscout
Finds agent skills on GitHub, scans every file before install and pins each to a commit. One real run: 216 recommended, 89 flagged high-risk.
Python, zero dependencies, Claude Code plugin
I build systems, then measure them
Final-year engineering student at BITS Pilani, building backend and ML systems.
Selected work
Each project has its own page with the measurements and the commands that produced them.
Systems
- 02tickflowAn order book that survives
kill -9: write-ahead log, group commit, 476,367 orders/s in the engine.C#, .NET 8, WebSocket, SQLite - 03Distributed Order SystemA SAGA over Kafka, plus an auction service with proxy bidding. 50 buyers for 10 units, none oversold. With Harsh Kokcha.Spring Boot, Kafka, Postgres, Redis, React
- 04logkvA crash-safe key-value store that puts a number on durability: fsync on every write costs 624× the throughput.C++20, CRC32, SIGKILL tests
Machine learning
- 05Abstain or RouteIntent routing in 10 languages with LoRA written from scratch. Multilingual training lifts Swahili from 23.8% to 58.7%.PyTorch, LoRA, calibration
- 06Grounded RAGHybrid retrieval, a reranker and a guardrail that names unsupported sentences. With Harsh Kokcha.FastAPI, Qdrant, BM25, Claude (optional)
- 07gst-envAn RL environment where agents file India’s GST return, graded on 13 fields within ₹1.Python, tool-use agents, RL
- 08PRLVS reproductionA video-summarization paper that did not reproduce, and the diagnosis of why.PyTorch, RL, TVSum
- 09OFDM PHY triageSimulated wireless test logs in, root cause out: 99.2% of single-cause failures, against 84.9% for hand rules.Python, DSP, gradient-boosted trees
Also on GitHub: a video understanding system on FastAPI and Celery.
Experience
May to Jul 2026
Upsure.AI
AI/ML engineering intern
An event-driven claims pipeline on Kafka and FastAPI. Damage-detection precision from 0.56 to 0.83, OCR from about 14 s to 4 s, vehicle capture from 82 s to 27 s.
May to Jul 2025
Coffeee.io
Software development intern
A resume parser in Python using spaCy and NLTK entity recognition.
2023 to 2027
BITS Pilani, Hyderabad
B.E. Electrical and Electronics, minor in Computing and Intelligence
Hiring an engineer?
Open to SDE and ML internships and full-time roles. Based in Hyderabad.