work
what i've built, where, and why.
quickcall.dev
/Founder- —Compounding intelligence for agentic engineering teams
- —Contextual memory across every agent, tool, and session
- —Universal capture — Claude Code, Cursor, Codex, Gemini CLI
- —Antipattern detection, per-dev reports, auto rules generation
Yral
/AI Consultant- —RAG content moderation — Phi-3.5 4B, 86.8% accuracy (+26%)
- —LLM inference optimization — 70% KV cache hit rate, 150 tok/sec
- —Real-time recommendation system — online learning, million-scale
- —Candidate generation pipeline — Airflow, BigQuery, Redis
- —MuseTalk video generation — image-to-video, video-to-video
People+AI
/AI Consultant- —Evaluated 15+ Indic LLM benchmarks across 22 languages
- —Designed India's first standardized LLM leaderboard framework
- —Authored 10 trillion token collection roadmap for Indian languages
smallstep.ai
/Founder- —Misal — India's first competitive Marathi LLM, 7B/1B params
- —Custom tokenizer — 15K tokens, fixed 3-5x Llama inefficiency
- —Beat GPT-3.5 on reading comprehension
- —Open-sourced models, tokenizer, configs, eval framework
Covered by YourStory, Moneycontrol, and ARB Podcast. Models on Hugging Face with open weights.
Medpiper
/AI Consultant- —Medical document digitization platform
- —Auto-annotation system for labelling + training
- —10x processing speedup (10 min → 1 min)
Tekion
/Data Scientist- —Document AI — Mask-RCNN table extraction
- —Service recommendation engine — per-vehicle, seasonal patterns
Pratilipi
/Data Scientist- —Autoencoder collaborative filtering — user-item embeddings
- —Content hooks — 2x reads growth post-completion
- —Author follow recs — 20% increase from profile page
- —Category personalization — top line + monetization impact