---
title: "Amarjeet Kumar - Quantitative Researcher in India | Tal"
description: "Meet Amarjeet Kumar, Aspiring Data Scientist | Machine Learning • Deep Learning • NLP • Computer Vision | Python, PyTorch, FastAPI | NIT Tiruchirappalli based in India. AI stack includes antigravity, geminicli, and github copilot."
image: "https://tal.club/meet/amarjeet/share-image"
---

# Amarjeet Kumar on Tal

## Headline

Aspiring Data Scientist \| Machine Learning • Deep Learning • NLP • Computer Vision \| Python, PyTorch, FastAPI \| NIT Tiruchirappalli

## About

M\.Sc\. Computer Science student at NIT Tiruchirappalli, focused on applied AI — computer vision, NLP, and RAG systems that go beyond notebook demos into deployed, real\-time products\. Recent work: 🔹 Built an AI\-driven autism screening pipeline \(OpenCV \+ MediaPipe \+ custom CNN\) hitting 96% classification accuracy, as a Research Intern at NIT Trichy 🔹 Designed a real\-time multi\-modal classroom attention system fusing MediaPipe FaceMesh, a ViT gaze regressor, and an emotion classifier into a live Streamlit dashboard with CSV export 🔹 Shipped a RAG pipeline with Qdrant vector search, OCR/web\-scraping ingestion, and citation grounding — benchmarked chunking strategies to reduce hallucination 🔹 Architected and deployed a multi\-provider AI gateway \(FastAPI \+ React\) routing between GPT\-4o and Claude with SSE streaming, token\-bucket rate limiting, and live usage analytics Tools: Python, PyTorch, TensorFlow, Hugging Face Transformers, LangChain, OpenCV, MediaPipe, FastAPI, Docker, Qdrant, MongoDB\. 750\+ DSA problems solved on LeetCode/GFG\. NPTEL Elite certification in Privacy & Security in Online Social Media\. Looking for full\-time roles or internships in Data Science, ML Engineering, or Applied AI — open to relocation\. Always happy to talk RAG, computer vision, or production ML\.

## Location

India

## AI stack

antigravity

geminicli

github copilot

hugging face

perplexity

Microsoft Copilot

## Work experience

Quantitative Researcher at National Institute of Technology, Tiruchirappalli, May 2025 \- Jul 2025 · 3 mos, Built an AI\-driven autism screening pipeline using OpenCV and MediaPipe for gaze/facial\-expression feature extraction; trained a custom CNN achieving 96% classification accuracy Optimized real\-time landmark extraction \(iris\-ratio, facial pose estimation\) for low\-latency, non\-invasive neurodevelopmental monitoring Skills tags: Python, OpenCV, MediaPipe, CNN, Deep Learning

## Education

Master of Science \- MS, Computer Science, National Institute of Technology Tiruchirappalli \(NIT Trichy\)

Bachelor of Science \- BSc, Mathematics, Binod Bihari Mahto Koyelanchal University

[View the original profile](https://tal.club/meet/amarjeet)

```json
{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "Person",
      "@id": "https://tal.club/meet/amarjeet#person",
      "name": "Amarjeet Kumar",
      "url": "https://tal.club/meet/amarjeet",
      "image": "https://tal.club/meet/amarjeet/profile-photo.jpg",
      "description": "Meet Amarjeet Kumar, Aspiring Data Scientist | Machine Learning • Deep Learning • NLP • Computer Vision | Python, PyTorch, FastAPI | NIT Tiruchirappalli based in India. AI stack includes antigravity, geminicli, and github copilot.",
      "jobTitle": "Quantitative Researcher",
      "worksFor": {
        "@type": "Organization",
        "name": "National Institute of Technology, Tiruchirappalli"
      },
      "hasOccupation": {
        "@type": "Occupation",
        "name": "Quantitative Researcher"
      },
      "homeLocation": {
        "@type": "Place",
        "name": "India"
      },
      "alumniOf": [
        {
          "@type": "EducationalOrganization",
          "name": "National Institute of Technology Tiruchirappalli (NIT Trichy)"
        },
        {
          "@type": "EducationalOrganization",
          "name": "Binod Bihari Mahto Koyelanchal University"
        }
      ],
      "knowsAbout": [
        "antigravity",
        "geminicli",
        "github copilot",
        "hugging face",
        "perplexity",
        "Microsoft Copilot"
      ],
      "mainEntityOfPage": {
        "@id": "https://tal.club/meet/amarjeet#webpage"
      }
    },
    {
      "@type": "ProfilePage",
      "@id": "https://tal.club/meet/amarjeet#webpage",
      "url": "https://tal.club/meet/amarjeet",
      "name": "Amarjeet Kumar on Tal",
      "description": "Meet Amarjeet Kumar, Aspiring Data Scientist | Machine Learning • Deep Learning • NLP • Computer Vision | Python, PyTorch, FastAPI | NIT Tiruchirappalli based in India. AI stack includes antigravity, geminicli, and github copilot.",
      "dateModified": "2026-07-18T08:54:50.216Z",
      "isPartOf": {
        "@id": "https://tal.club/#website"
      },
      "mainEntity": {
        "@id": "https://tal.club/meet/amarjeet#person"
      },
      "primaryImageOfPage": {
        "@type": "ImageObject",
        "url": "https://tal.club/meet/amarjeet/profile-photo.jpg",
        "contentUrl": "https://tal.club/meet/amarjeet/profile-photo.jpg",
        "caption": "Amarjeet Kumar profile photo on Tal"
      },
      "inLanguage": "en-IN"
    }
  ]
}
```