---
title: "Mandar Hirap - Software Developer in Mumbai | Tal"
description: "Meet Mandar Hirap, SDE @ Zeel based in Mumbai. AI stack includes claude code, claude, and cursor."
image: "https://tal.club/meet/mandar-hirap/share-image"
---

# Mandar Hirap on Tal

## Headline

SDE @ Zeel

## About

I’m a Software Engineer specializing in Python, AI/LLM applications, Agentic AI, and backend development, with nearly 3 years of professional experience building production software\. At my current role, I’ve built an offline RAG\-based Text\-to\-SQL system using LLMs, developed AI\-powered platforms integrating MCP tools, and worked on multithreaded systems, secure communication, and production deployments\. My technical stack includes Python, C\+\+, TypeScript, FastAPI, React, Node\.js, PostgreSQL, MongoDB, Redis, Docker, and technologies such as RAG, LLMs, and AI agents\. I also build projects involving autonomous coding agents and full\-stack AI applications\. I’m passionate about building practical AI products and exploring opportunities in AI Engineering, LLM application development, Agentic AI, and backend systems\.

## Location

Mumbai

## AI stack

claude code

claude

cursor

hugging face

langchain

langgraph

## Work experience

Software Developer at ZEEL INFOTECH PRIVATE LIMITED, Dec 2023 \- Present · 2 yrs 11 mos, Mumbai, \* Generative AI & RAG: Reduced data\-query time by approximately 30% by building an offline RAG\-based Text\-to\-SQL system in Python, enabling natural\-language queries against large structured databases using Ollama, Phi, and Vanna AI\. \* Agentic AI & LLM Integration: Developed an AI aggregator platform for an overseas client, integrating LLMs, Model Context Protocol \(MCP\) tools, local file systems, and image generation APIs using Next\.js and asynchronous task queues\. \* Performance Optimization: Reduced downtime\-related client complaints by approximately 50% by replacing scheduler\-based execution with autoscaling to improve application availability\. \* DevOps & CI/CD: Built CI/CD pipelines and Docker containerization for C\+\+ desktop applications, deploying and supporting production software across Windows and Linux environments\. \* Backend & Network Programming: Developed multithreaded FTP/SFTP and TCP/IP file\-transfer systems with connection management, retry mechanisms, and error handling to support reliable automated data exchange\. \* Network Security: Implemented secure client\-server communication using public/private\-key authentication and AES\-256\-GCM encryption\. \* Legacy Modernization: Migrated core legacy application modules from Delphi to C\+\+, improving maintainability across Windows and Linux platforms\. \* Speech AI & Model Evaluation: Evaluated Ollama, Phi, and Vanna AI for SQL generation and built speech\-to\-text pipelines using Faster\-Whisper and Vosk\.

Volunteer at Quick Heal, Jul 2022 \- Feb 2023 · 8 mos, Mumbai, Maharashtra, India, it was an amazing experience working with quick heal foundation for a noble cause\.

## Education

Master of Computer Applications \- MCA, Computer Science, SRM IST Chennai

Master of Computer Applications, SRM Institute of Science & technology

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

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