AI/ML Engineer · Samco Securities · India

KelavathBalaji Naik

I build production-grade LLM systems, RAG pipelines, and agentic AI — and the full-stack apps that wrap them. VIT-AP 2025 · currently at Samco Securities.

View my workGet in touch

Open to opportunities

Scroll

LLM SystemsAgentic AIRAG PipelinesFull-StackProduction ML

Projects shipped

Years of experience

GATE AIR

Guest lectures

01 — Selected Work

Things I've built

All projects

01AI Infra Private

LLM Platform — Multi-Project Gateway

Internal LLM gateway across OpenAI · Anthropic · Gemini · Groq · Ollama. Cost tracking, budget limits, circuit breakers, prompt versioning, and a full analytics dashboard.

FastAPI

React

TypeScript

SQLite

02Agentic AI Private

Coder Agent

Autonomous coding agent that plans, writes, and iterates on code using tool use and a structured reasoning loop. Built for real developer workflows.

Python

LLMs

Agents

Tool Use

03Agentic AI Private

AI Coder Reviewer

LLM-powered code review agent that inspects diffs, flags regressions, and suggests fixes with context from the surrounding codebase.

Python

LLMs

Agents

Code Analysis

Currently

AI/ML Engineer @ Samco Securities

Shipping production ML for trading analytics.

02 — Contact

Let's build
something worth shipping.

Have an idea, a problem, or a project? I'm always up for a conversation.