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Hi, I'm Chandana 👋

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Portfolio   ·   GitHub   ·   X   ·   Medium   ·   Newsletter


🚀 About Me

I'm an AI/ML Engineer interested in building AI systems that are useful beyond the demo.

My work sits at the intersection of LLMs, agentic systems, retrieval, automation, and software engineering. I enjoy taking an idea from an early prototype and turning it into something reliable, usable, and worth shipping.

I'm also a writer and lifelong learner. I share what I'm building, what I'm learning, and what I think is actually worth paying attention to in AI.

I like building things that make complex ideas feel simple.

Explore my portfolio →


🧠 What I Work On

Generative AI

LLM applications, model orchestration, structured outputs, tool calling, and practical AI products.

Agentic Systems

Stateful agents, tool use, multi agent workflows, MCP, planning, and human in the loop systems.

RAG & Knowledge Systems

Retrieval pipelines, semantic search, document intelligence, codebase understanding, and knowledge intensive applications.

AI Engineering

Evaluation, observability, context engineering, APIs, deployment, reliability, and everything that happens after the prototype works.


🛠️ Tech Stack

AI & Models

Python OpenAI Anthropic Gemini Llama Groq

Agent Engineering

LangGraph MCP CrewAI

Tool Calling Structured Outputs Context Engineering Agent Evaluation

Retrieval & Data

RAG FAISS PostgreSQL pgvector

Engineering & Deployment

FastAPI Docker Git GitHub Streamlit

Evaluation Observability APIs Docker Automation


🏆 Achievements

Silver Winner · Evalathon

Proud to have been a Silver Winner at Evalathon for my work in the competition.

View the Evalathon winners →

Study Pal · Featured by Streamlit

My GenAI project Study Pal was recognized and featured by the official Streamlit team on X.

Featured by Streamlit


🔨 What I'm Building

Autonomous Research Agent

An agentic research system designed to move beyond simple search and summarization.

The system explores how agents can plan research, use tools, gather information, evaluate sources, synthesize findings, and produce structured reports.

LangGraph MCP LLMs Python FastAPI

Codebase Intelligence

A RAG based application for understanding large codebases through natural language.

The focus is on code aware retrieval, repository navigation, contextual understanding, and useful developer workflows rather than simply indexing files and asking questions.

Python RAG FAISS LangChain FastAPI Docker

AI Engineering Lab

A growing collection of experiments around the parts of AI engineering that become important once the prototype works.

Agents MCP RAG Evals Observability Context Engineering LLM Routing


📊 GitHub

Chandana's GitHub statistics Chandana's most used languages

Chandana's GitHub contribution streak


Total GitHub stars


✍️ Writing

I write about AI engineering, learning, building, and the things I find interesting along the way.

How to Become an AI Engineer in 2026

A practical roadmap covering what to learn, what to build, and how to approach the AI engineering journey.

How to Become an AI Engineer in 2026 article preview

Published in Code Like A Girl
20 min read · July 2026

Read the article →

The AI Engineering Production Stack 2026

A look at the tools and engineering practices involved in building production AI systems with Claude Code.

The AI Engineering Production Stack article preview

Published in The Tech Trek by Tech Chick
15 min read

Read the article →


📰 The Tech Trek

I write The Tech Trek, a newsletter about AI, software, engineering, and where technology is heading.

I try to keep it practical, curious, and free from unnecessary hype.

Subscribe to The Tech Trek →


🤝 Let's Build Something

I'm always interested in meeting people who are building interesting things.

If you're working on an AI product, developer tool, open source project, research idea, or something that doesn't quite fit into a category yet, I'd love to hear about it.

I'm particularly interested in collaborations around:

AI Products

Building and shipping useful AI applications from idea to production.

Open Source

Agent frameworks, RAG systems, developer tools, AI infrastructure, and interesting experiments.

Research & Experiments

Agents, evaluation, retrieval, reasoning, model orchestration, and emerging AI engineering patterns.

Technical Content

Writing, workshops, educational projects, and making difficult AI concepts easier to understand.


Work With Me

Have an idea worth building?

Need someone to turn an AI concept into a working system?

Want to collaborate on something technically interesting?

Let's talk.

Work with Chandana

X   ·   GitHub   ·   Medium   ·   Newsletter


🌱 Beyond Code

I'm in my 20s, building with AI, sharing what I learn, and figuring things out as I go.

When I'm away from a terminal, I'm usually writing poetry, taking care of my plants, reading something interesting, or going down an unexpected internet rabbit hole.

Building AI, sharing what I learn, and making technology feel a little more human.

Portfolio · GitHub · X · Newsletter

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