---
title: "Sai Jawalkar - I build AI agents that solve GitHub issues autonomously | Agentic AI · LangGraph · RAG in Pune City | Tal"
description: "Meet Sai Jawalkar, I build AI agents that solve GitHub issues autonomously | Agentic AI · LangGraph · RAG based in Pune City."
image: "https://tal.club/meet/sai-jawalkar/share-image"
---

# Sai Jawalkar on Tal

## Headline

I build AI agents that solve GitHub issues autonomously \| Agentic AI · LangGraph · RAG

## About

Most software teams still spend hours on repetitive engineering workflows like issue fixing, PR reviews, and debugging\. This slows development, increases manual effort, and creates inconsistent code quality\. I work as an AI Engineer focused on building autonomous agentic systems that automate software engineering workflows using LLMs, LangGraph, and retrieval\-based architectures\. I help startups and engineering teams reduce manual effort by building AI agents that can analyze repositories, solve GitHub issues, review pull requests, run tests, and make structured decisions with minimal human intervention\. My background includes building multi\-agent AI systems with LangGraph orchestration, RAG pipelines, GitHub automation, and safety\-first execution layers\. Over time, I’ve developed a strong systems\-thinking mindset focused on reliability, failure handling, deterministic decision\-making, and production\-style architecture rather than simple AI demos\. One of the most impactful projects I built was an autonomous AI Issue Solver Agent — my first major agentic AI system\. The journey involved multiple failures, iterations, and redesigns, but it taught me how to engineer resilient AI workflows with retry loops, safety guardrails, hybrid retrieval systems, and structured reasoning pipelines\. I believe AI systems should not just generate outputs — they should execute tasks reliably, safely, and with clear reasoning\. That’s why I focus on building practical AI systems that solve real engineering problems instead of surface\-level automation\. Currently open to AI Engineer, Agentic AI Engineer, Generative AI, and Product Engineering internships or full\-time opportunities — especially with fast\-moving startups and remote\-first teams building real\-world AI products\.

## Location

Pune City

## Education

Bachelor of Computer Application, Progressive Education Society's Modern College of Arts Commerce and Science

[View the original profile](https://tal.club/meet/sai-jawalkar)

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