AI Engineer and systems architect with an M.S. in Computer Science (AI track) and 4 years of experience taking AI from prototype to production.
I design end-to-end GenAI systems — multi-agent orchestration, RAG pipelines, and model-routing layers — and ship them with backend rigor: typed APIs, sound data modeling, automated tests, CI/CD, and secure cloud and on-prem deployment on AWS and Azure.
- 🔭 Currently: AI Engineer @ Axitem Software Solution Inc. — RAG document-search chatbots and LangChain/LangGraph agent workflows for enterprise clients
- 🌱 Focused on multi-agent orchestration (LangGraph, CrewAI), RAG grounding with citations, and self-hosted LLMs (Llama 3, Mistral via Ollama)
- 💬 Ask me about shipping LLM apps to production, vector search (Pinecone, pgvector), or human-in-the-loop agent safety
- 📈 Proven impact: 40% faster ticket triage · 60% faster queries · 50% higher user adoption
- 📫 Reach me: chiranjeevigundu1@gmail.com
Self-hosted, multi-user AI platform built end to end — data model, agent layer, ingestion, REST API, and iPhone app — running as seven Docker Compose microservices on FastAPI and Postgres 16 with pgvector (MIT licensed).
- Multi-agent organization: a CEO agent decomposes goals and delegates to four specialist agent teams, with explicit step limits and a full audit trail
- Human-in-the-loop safety: read-only analysis runs autonomously; any real-world side effect (money, email) becomes a proposal the user must approve
- Tiered model routing over LiteLLM (OpenRouter, GPT-4o-mini, local Llama 3 via Ollama) — cost, capability, and privacy each map to the right model with zero code changes
- Multi-tenant isolation with Postgres Row-Level Security, JWT auth, and Fernet-encrypted credentials
- Shipped solo with 149 automated tests, GitHub Actions CI, and ingestion pipelines that turn emails, PDFs, and bank transactions into reviewable to-dos
Languages & ML — Python · SQL · JavaScript · TypeScript · Bash · PyTorch · Scikit-learn · Text Classification
AI / LLM — OpenAI API · LangChain · LangGraph · CrewAI · Hugging Face · RAG · Agents · Prompt Engineering · Fine-Tuning (LoRA, QLoRA) · Ollama · LiteLLM · Guardrails AI · Embeddings · Semantic Search · Agentic IDEs
Backend & Data — FastAPI · REST APIs · Node.js · PostgreSQL · Redis · Pinecone · pgvector · Microservices · React
Cloud & DevOps — AWS (EC2, S3, Lambda, ECS) · Azure · Docker · GitHub Actions · CI/CD · Git · PyTest · Agile/Scrum
M.S. Computer Science (AI Track), Saint Louis University · B.Tech ECE, JNTU Kakinada