---
title: "VYSHAKH G NAIR - AI/ML Engineer in Greater Coimbatore Area | Tal"
description: "Meet VYSHAKH G NAIR, AI/ML Engineer | LangGraph + Agentic AI | GraphRAG | IIT Madras | NSSCE | Springer KAIS Journal based in Greater Coimbatore Area. AI stack includes antigravity, cursor, and opencode. Explore public work links including github."
image: "https://tal.club/meet/vyshakh-g-nair/share-image"
---

# VYSHAKH G NAIR on Tal

## Headline

AI/ML Engineer \| LangGraph \+ Agentic AI \| GraphRAG \| IIT Madras \| NSSCE \| Springer KAIS Journal

## About

As an AI/ML Engineer with a dual degree from IIT Madras and KTU, I specialise in building production\-grade agentic AI systems that go beyond simple prompt\-response patterns\. What I build: → Fault\-tolerant LangGraph multi\-agent pipelines with HITL gates and stateful checkpointing → GraphRAG systems with Neo4j for relational entity reasoning across enterprise document corpora → OCR \+ RAG pipelines processing 1,200\+ documents at 5x automation scale on GCP Cloud Run Published researcher — Springer KAIS Journal and IEEE ICIC3S on fusion GNN\-Transformer architectures for molecular property prediction\. Stack: LangGraph · LangChain · MCP · Neo4j · FastAPI · GCP · PyTorch · TensorFlow · Docker · PostgreSQL

## Location

Greater Coimbatore Area

## AI stack

antigravity

cursor

opencode

## Work experience

AI/ML Engineer at Rappit, Jan 2025 \- Present · 1 yr 8 mos, Coimbatore, Tamil Nadu, India, Engineered and deployed scalable LLM\-powered Retrieval\-Augmented Generation \(RAG\) pipelines using Gemini APIs and LangGraph, resulting in a 5x improvement in document automation throughput\. Designed and implemented advanced multi\-agent architectures for complex real\-time reasoning, orchestration, and process automation tasks\. Developed robust OCR preprocessing pipelines for unstructured data, enabling semantic NLP/LLM processing of over 1200 image\-based documents\. Recognized as Runner\-up at the Rappit Agentic AI Hackathon 2024\.

Associate Software Engineer at Rappit, Jun 2024 \- Jan 2025 · 8 mos, Coimbatore, Tamil Nadu, India

Software Engineer Intern at Saint\-Gobain, May 2023 \- Oct 2023 · 6 mos, Palghat, Kerala, India, Reduced manual data collection effort by 60% through the development and deployment of a QR\-based tracking system integrated with PostgreSQL\. Built user\-facing applications using React and integrated necessary APIs with core Autodesk systems\.

Founding Engineer \- AI at CORR ROBOTICS, Apr 2023 \- Mar 2024 · 1 yr, Palakkad, Kerala, India, Applied Deep Learning techniques \(ESRGAN, implemented using PyTorch\) to improve underwater ROV vision through low\-light image enhancement, demonstrating strong computer vision application skills\. Led software development and mentored junior engineers, overseeing the implementation of the ROV control OS using Python and Vue\.js

## Education

Bachelor of Science \- BS, Programming and data science, Indian Institute of Technology, Madras

Bachelor of Technology \- BTech, Computer Science and Engineering, NSS College of Engineering, Palakkad

## Public links

- github: https://github\.com/vyshakhgnair

[View the original profile](https://tal.club/meet/vyshakh-g-nair)

```json
{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "Person",
      "@id": "https://tal.club/meet/vyshakh-g-nair#person",
      "name": "VYSHAKH G NAIR",
      "url": "https://tal.club/meet/vyshakh-g-nair",
      "image": "https://tal.club/meet/vyshakh-g-nair/profile-photo.jpg",
      "description": "Meet VYSHAKH G NAIR, AI/ML Engineer | LangGraph + Agentic AI | GraphRAG | IIT Madras | NSSCE | Springer KAIS Journal based in Greater Coimbatore Area. AI stack includes antigravity, cursor, and opencode. Explore public work links including github.",
      "jobTitle": "AI/ML Engineer",
      "worksFor": {
        "@type": "Organization",
        "name": "Rappit"
      },
      "hasOccupation": {
        "@type": "Occupation",
        "name": "AI/ML Engineer"
      },
      "homeLocation": {
        "@type": "Place",
        "name": "Greater Coimbatore Area"
      },
      "alumniOf": [
        {
          "@type": "EducationalOrganization",
          "name": "Indian Institute of Technology, Madras"
        },
        {
          "@type": "EducationalOrganization",
          "name": "NSS College of Engineering, Palakkad"
        }
      ],
      "knowsAbout": [
        "antigravity",
        "cursor",
        "opencode"
      ],
      "sameAs": [
        "https://github.com/vyshakhgnair"
      ],
      "mainEntityOfPage": {
        "@id": "https://tal.club/meet/vyshakh-g-nair#webpage"
      }
    },
    {
      "@type": "ProfilePage",
      "@id": "https://tal.club/meet/vyshakh-g-nair#webpage",
      "url": "https://tal.club/meet/vyshakh-g-nair",
      "name": "VYSHAKH G NAIR on Tal",
      "description": "Meet VYSHAKH G NAIR, AI/ML Engineer | LangGraph + Agentic AI | GraphRAG | IIT Madras | NSSCE | Springer KAIS Journal based in Greater Coimbatore Area. AI stack includes antigravity, cursor, and opencode. Explore public work links including github.",
      "dateModified": "2026-08-01T20:59:38.697Z",
      "isPartOf": {
        "@id": "https://tal.club/#website"
      },
      "mainEntity": {
        "@id": "https://tal.club/meet/vyshakh-g-nair#person"
      },
      "primaryImageOfPage": {
        "@type": "ImageObject",
        "url": "https://tal.club/meet/vyshakh-g-nair/profile-photo.jpg",
        "contentUrl": "https://tal.club/meet/vyshakh-g-nair/profile-photo.jpg",
        "caption": "VYSHAKH G NAIR profile photo on Tal"
      },
      "inLanguage": "en-IN"
    }
  ]
}
```