---
title: "Ayush S. - AI/ML & Gen AI Developer | NLP | Full-Stack Engineer (Python & MERN stack) | Git/GitHub in India | Tal"
description: "Meet Ayush S., AI/ML & Gen AI Developer | NLP | Full-Stack Engineer (Python & MERN stack) | Git/GitHub based in India."
image: "https://tal.club/meet/ayush-s/share-image"
---

# Ayush S\. on Tal

## Headline

AI/ML & Gen AI Developer \| NLP \| Full\-Stack Engineer \(Python & MERN stack\) \| Git/GitHub

## About

Full\-stack developer specializing in LLM systems, Retrieval\-Augmented Generation \(RAG\), and applied machine learning\. I’m a Computer Science graduate building full\-stack systems with a focus on applied AI and LLM\-powered architectures\. My work includes developing an enterprise\-grade Retrieval\-Augmented Generation \(RAG\) system with semantic chunking, embedding caching, and similarity\-gated retrieval using FAISS and GPT\-4, designed to generate verifiable, source\-backed responses from unstructured documents \(PDF, DOCX\)\. I’ve also built machine learning and computer vision systems, including a handwritten character recognition pipeline using CNNs with OpenCV\-based segmentation, and a real\-time neural network SMS classifier achieving 97%\+ accuracy\. On the product side, I develop full\-stack applications using Next\.js, React, and TypeScript, with experience building real\-time, analytics\-driven platforms and scalable backend systems\. My core focus is on designing systems that combine LLMs, retrieval pipelines, and real\-time data processing to solve practical problems\.

## Location

India

## Education

Bachelor's in Computer Application, Computer Engineering, Indira Gandhi National Open University

8th, Saraswati Vidhya Mandir

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

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