[✓] INITIALIZING SYSTEM...

[✓] LOADING KERNEL MODULES...

[✓] ESTABLISHING NEURAL CONNECTIONS...

[✓] DEPLOYING AI SUBROUTINES...

[✓] SYSTEM READY.

Building the next
generation of

AI-driven products

Fourth-year Computer Science student at Siliguri Institute of Technology, West Bengal. Specializing in RAG and Agentic AI Projects. Strong focus on performance and building reliable, production-ready services.

> View Projects →

STATUS: ONLINE

LOCATION: West Bengal

MEM 842MB | PROC load_stack.sh | PID 1337 | UPTIME 00:00:00 | STATUS BOOT

Technical Skills

$ root@ayush:~/skills$ _

Languages

Java Python C

Libraries/Frameworks

FastAPI LangChain LangGraph LlamaIndex FastMCP REST APIs

Databases

PostgreSQL MySQL Redis Qdrant

Cloud/Deployment

Docker Vercel Supabase Neon Render Git Linux

Coursework

Data Structures & Algorithms Operating Systems DBMS Computer Networks OOP

primary stack

Generative AI

RAG AI Agents LangGraph NLP Transformers Open Source LLMs MCP

holographic_archive.sh

Projects

$ browsing holographic archive...

ARCHIVE 01 / 07

Intelli

Docs

Enterprise RAG Assistant

DEPLOYED

A RAG-powered enterprise document assistant that provides instant answers from company-related docs.

FastAPILangChainQdrantRedisSupabase

Eval

MCP

RAG Evaluation Tool

ONLINE

An MCP Server providing 15 tools for efficient accuracy evaluation of RAG systems.

PythonFastMCPFastAPINeonRedis

Testa

Code

Agentic Test Generator

DEPLOYED

A multi-agent testing suite that automatically generates unit tests and enforces robust code validation.

PythonLangGraphFastAPIRedisNeon

PR

Prep

CLI Agent

ONLINE

An AI-powered CLI agent that analyzes staged Git diffs, detects breaking changes via AST parsing, and drafts PR descriptions.

PythonTree-sitterTyperLangGraphLangChain

Medi

Flow

Multi-Agent Pipeline

DEPLOYED

A multi-agent system that analyzes X-rays, PDFs, and health records to identify potential medical conditions.

PythonFastAPILangGraphMicrosoft PresidiopgVectorRedis

Raw

Logger

CLI Tool

ONLINE

A local-first CLI tool for correlating logs across multiple services with clock-skew estimation.

PythonFastAPISQLite

Reddif

Android App

ONLINE

An Android app that pushes notifications from subreddit r/PhotoshopRequest to your device.

PythonFastAPISQLite

classified_dossier.pdf

Resume

$ access classified_dossier.pdf

> DOWNLOAD DOSSIER ↓

Decrypting classified document

Access: AUTHORIZED

Status: VERIFIED

File: 8XAF-22K

Updated: 2026

OPEN

Building the next
generation of

AI-driven products

Technical Skills

Languages

Libraries/Frameworks

Databases

Cloud/Deployment

Coursework

Generative AI

Projects

Intelli

Eval

Testa

PR

Medi

Raw

Reddif

Resume

GitHub

LinkedIn

Email

Building the next generation of

AI-driven products

Technical Skills

Languages

Libraries/Frameworks

Databases

Cloud/Deployment

Coursework

Generative AI

Projects

Intelli

Eval

Testa

PR

Medi

Raw

Reddif

Resume

Building the next
generation of