I'm an AI Product Engineer building production-grade GenAI systems end to end — from voice agents and knowledge graphs to the full-stack platforms and cloud pipelines that ship them.
- 🔭 Building GenAI systems — voice agents, RAG pipelines, and knowledge-graph platforms
- 🏗️ Architecting full-stack products with Next.js · FastAPI · Supabase · Neo4j
- ⚙️ Automating delivery on Azure DevOps, AKS, and Kubernetes (CI/CD, PV/PVC, Ingress)
- ✍️ Writing & speaking on applied AI, DevOps, and software architecture
- 📫 Reach me at komalsrinivasan.l@gmail.com
- 🛠️ Building real-time voice agents and knowledge-graph systems for domain knowledge capture
- 🌱 Going deeper on agentic LLM workflows and local model inference (llama.cpp / MLX)
- 🤝 Open to collaborating on GenAI and developer tooling
| Domain | Focus |
|---|---|
| GenAI Applications | Conversational agents, document/RAG systems, and autonomous workflows on LangChain, LlamaIndex, and LangGraph |
| Voice-Driven Agents | Real-time STT → LLM → TTS pipelines (Azure OpenAI Realtime, Whisper, Pipecat) |
| Knowledge Graphs | Neo4j + Cypher schemas for complex, relationship-heavy domains |
| Full-Stack Platforms | Type-safe Next.js / TypeScript frontends on Supabase + FastAPI backends |
| Cloud & DevOps | Azure AKS pipelines, IaC with Bicep / Terraform, containerized microservices |
| Project | Description | Stack |
|---|---|---|
| AgriGuru | Multilingual agricultural AI assistant with crop-disease detection | FastAPI · AWS Bedrock · LLMs |
📍 More on my pinned repositories above ↑
Languages
GenAI & LLM
Frontend
Backend
Databases & Stores
Cloud & DevOps
- [The Model Context Protocol: The Missing Link in AI Development](https://komalvardhan.medium.com/the-model-context-protocol-the-missing-link-in-ai-development-af40a57fe553?source=rss-cc691a1c3cea------2) —
Mon Jul 07 2025 4:55 AM
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Your Privacy Is at Stake — And It’s Worse Than You Think — Tue Apr 01 2025 6:08 AM
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DeepSeek: The Chinese AI Revolution — Tue Jan 28 2025 3:53 AM
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Understanding the Shift in Software Development Jobs: Where Have They Gone? — Thu Dec 05 2024 10:30 PM
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The Ultimate Guide to Getting the Most Out of Life: Time Management for Mortals — Thu Dec 05 2024 4:30 PM
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Building useful AI, one shipped feature at a time.