- 🎓 CS + MBA (Masters' Union, Top 10%) | Former ML Engineer turned Lead AI Engineer & Product Strategist
- 🔧 Currently architecting & deploying AI products at V-Mart Retail (NSE: VMART) — India's #1 value fashion omni-channel retailer with 500+ stores
- 🤖 4.5+ years building enterprise-grade AI systems from 0 → 1 in production — RAG, LLM workflows, MLOps, Document Intelligence
- 🛠️ Built Docupull → 🌐 docupull.com | 🚀 ProductHunt
- 🪄 Created Rugshak → 🧶 Funky Rugs on Instagram
- 🥜 Founded Bambaii Foods → 🌱 Healthy Snacking Brand
- 🏬 V-Mart Retail: Architecting RAG-based AI agents & 6 LLM-agentic workflows saving 20–50 manhours/month per process; built predictive optimization engines targeting 30% sell-through improvement across 500+ stores
- 🔍 PyroAI @ Mr. Cooper Group (→ pyroai.com): Built enterprise RAG for 500+ call-center agents, reducing AHT by 37.5% with <200ms p95 latency; HITL annotation tool cutting TAT by 800% for 65+ annotators
- 📄 Docupull: AI-driven mortgage title verification processing 1,200+ orders/month at 98–100% SLA; reduced TAT from 24 hours to <1 minute
- 🔎 Community Compass: Hybrid RAG semantic search on pgvector indexing 3,000+ member profiles with <500ms end-to-end latency
- 🤝 Contributor at OpenMined
- 📚 Sharing thoughts on ML, startups & tech on Medium
- 🧠 Applied ML & LLMs | 🤖 Agentic Workflows & RAG | 🛠️ Building from 0 → 1
- 🚀 Technical Product Strategy | 💻 Scaling Internal AI Tools
- 🪄 Startups, Bootstrapping, Systems Thinking
ML & AI → RAG, DocumentAI, NLP, LLMs, MLOps, Computer Vision
Frameworks → PyTorch, TensorFlow, FastAPI, LangChain
Analytics → SQL, Excel, PowerBI, NoSQL
Cloud → GCP, Azure, AWS
Tools → Python, JavaScript, Java, Docker, n8n, Redis, PostgreSQL
Product → Strategy, A/B Testing, Roadmap, GTM
- 🌐 Portfolio → srishilesh.me
- 📬 LinkedIn → linkedin.com/in/srishilesh
- ✍🏽 Medium → medium.com/@srishilesh