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