AI Agentic Engineer focused on building autonomous systems that can think, plan, and act — from multi-agent orchestration pipelines to RAG-powered knowledge systems.
Final-year Computer Science student from Kodagu, Karnataka, exploring the frontier of:
- 🧠 LLM Orchestration — LangChain, LangGraph, multi-step reasoning chains
- 🤖 Agentic Systems — ReAct agents, tool-use, MCP (Model Context Protocol)
- 📚 RAG Pipelines — vector search, re-ranking, hybrid retrieval
- ☁️ Cloud & DevOps — AWS, Docker, CI/CD automation
- 🔗 Backend APIs — FastAPI, Flask, Django for serving AI systems
Currently building projects at the intersection of LLMs, agents, and real-world automation.
| Layer | Tools |
|---|---|
| LLM Frameworks | LangChain, LangGraph, LlamaIndex |
| Agent Protocols | ReAct, MCP, Tool Use / Function Calling |
| Vector Databases | ChromaDB, Pinecone, FAISS |
| LLM APIs | OpenAI, Anthropic Claude, Groq |
| Memory & State | Redis, SQLite, in-context memory |
| Layer | Tools |
|---|---|
| Languages | Python (expert), TypeScript (intermediate), Java |
| Backend | FastAPI, Flask, Django |
| Cloud | AWS (EC2, S3, Lambda) |
| DevOps | Docker, Jenkins, GitHub Actions |
| Databases | PostgreSQL, MongoDB, CouchDB |
A LangGraph-based pipeline with specialized agents (planner, executor, critic) that decompose and solve complex tasks autonomously.
Tech: LangGraph · Python · FastAPI · Redis · Tool Calling
A retrieval-augmented generation system that lets you query private documents using semantic search + LLM re-ranking for accurate, grounded answers.
Tech: LangChain · ChromaDB · OpenAI API · Flask
An LLM-powered agent that monitors CI/CD pipelines, diagnoses build failures, and suggests fixes — reducing manual debugging time.
Tech: MCP · Docker · Jenkins · AWS · Python
A production-ready task management app built with Flask and CouchDB, with clean REST API design.
Tech: Flask · CouchDB · Python
B.E. in Computer Science — Expected 2025 Alvas Institute of Engineering and Technology, Karnataka
- 💼 Full-time roles in AI Engineering / Agentic AI / LLM Systems
- 🤝 Open-source collaborations on agent frameworks and RAG systems
- 🧪 Research opportunities in autonomous AI and tool-augmented LLMs
- 📍 Kodagu, Karnataka, India
- 📧 your.real.email@gmail.com
- 💼 LinkedIn — Pavan HL
- 🐙 @PavanCeaser
Last updated: May 2025