---
title: "Aditya Kumar - Aspiring ML Engineer & Data Scientist | Graph Neural Networks · RAG · FastAPI · | Building Real Production Systems | B. Tech AI-ML @ LNCT University in Bhopal | Tal"
description: "Meet Aditya Kumar, Aspiring ML Engineer & Data Scientist | Graph Neural Networks · RAG · FastAPI · | Building Real Production Systems | B. Tech AI-ML @ LNCT University based in Bhopal."
image: "https://tal.club/meet/aditya-kumar-5/share-image"
---

# Aditya Kumar on Tal

## Headline

Aspiring ML Engineer & Data Scientist \| Graph Neural Networks · RAG · FastAPI · \| Building Real Production Systems \| B\. Tech AI\-ML @ LNCT University

## About

I'm a B\.Tech AI\-ML student at LNCT University, and I spend most of my time building ML systems that actually work in production — not just in notebooks\. Over the past year, I've built a traffic forecasting system using Graph Neural Networks, a RAG pipeline for document Q&A, a crypto price predictor, and a customer churn model\. What's different is that I don't stop at the model — I wrap it in a FastAPI backend, containerize it with Docker, track experiments with MLflow\. I got into this because I kept seeing a gap: most ML tutorials teach you to train a model and call it done\. But in real companies, the model is maybe 20% of the work\. The rest is infrastructure, APIs, and deployment\. That's the part I actually enjoy\. What I work with: Python, PyTorch, Scikit\-learn, XGBoost, FastAPI, Docker, MLflow, Streamlit, SQL What I'm looking for: Junior ML Engineer or Data Scientist roles at companies where ML is core to the product — ideally where I can keep learning fast and contribute from day one\. Open to full\-time roles and remote internships\. GitHub: github\.com/Aditya\-k63

## Location

Bhopal

## Education

Bachelor of Technology \- BTech, Artificial Intelligence and Machine Learning, Lnct University

[View the original profile](https://tal.club/meet/aditya-kumar-5)

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