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Hi there! 👋

I'm Samradh Sahni.

From Jodhpur, Rajasthan, I'm a final-year B.Tech Computer Science student at BML Munjal University, Gurugram. I build AI/ML and full-stack products across NLP, computer vision, financial analytics, and intelligent web applications.

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Samradh Sahni
AI/ML Builder
PyTorch React Python FastAPI Node.js TypeScript AWS Docker

ABOUT

I'm a final-year Computer Science undergraduate at BML Munjal University, Gurugram (CGPA: 8.0), from Jodhpur, Rajasthan. I operate at the intersection of Full-Stack Web Engineering and Artificial Intelligence — building products end-to-end, from raw data pipelines to production-deployed APIs and polished React interfaces.

On the AI/ML side, I've fine-tuned large language models with QLoRA, built hybrid RAG pipelines on Elasticsearch, trained custom Vision Transformers for crop disease detection, deployed real-time football tracking systems with YOLOv8 + ByteTrack, and designed LSTM-based stock forecasting engines. On the full-stack side, I architect REST APIs with Node.js, Express.js, and FastAPI — secured with JWT/RBAC — backed by MongoDB, PostgreSQL, and Redis, and shipped to AWS via Lambda, SageMaker, and S3.

I have solved 400+ LeetCode problems in Java, reflecting strong command of Data Structures and Algorithms. A Smart India Hackathon Finalist achievement and a hands-on Coding Blocks internship (delivering production REST APIs with 25% latency reduction) have sharpened my ability to build under real-world constraints. I'm deeply interested in systems that bridge the gap between cutting-edge AI research and practical user impact at scale.

400+ LeetCode Problems (Java)
8.0 CGPA BML Munjal University
5+ AI/ML Projects Production-Ready
SIH Finalist National Hackathon

My Journey

Journey Timeline

B.Tech CSE @ BML Munjal University

2023 - 2027 (Expected)

Currently in my fourth year with an 8.0 CGPA, focused on AI/ML, full-stack engineering, cloud deployment, and core computer science.

Gurugram, Haryana

Web Developer Intern @ Coding Blocks

Jun 2025 - Jul 2025

Shipped 3+ Node.js, Express.js, and MongoDB REST API modules with JWT and RBAC, and reduced API latency by 25% through query and aggregation optimization.

Remote, India

Smart India Hackathon Finalist

National-Level Achievement

Delivered a working prototype in 24 hours and placed among the top teams across more than 50 national entries.

India

Senior Secondary @ Delhi Public School

Completed 2023

Completed CBSE Class XII and began my journey into computer science, programming, and engineering.

Jodhpur, Rajasthan

N

SKILLS

Frontend

React.js TypeScript Tailwind CSS HTML5 CSS3 Recharts Plotly

Languages

Python JavaScript TypeScript Java SQL

Backend

Node.js Express.js FastAPI REST APIs JWT RBAC MVC Architecture

Cloud & DevOps

AWS SageMaker Lambda RDS S3 OpenSearch Docker CI/CD

Databases

MongoDB PostgreSQL Redis Elasticsearch MySQL

Tools & More

Git PyTorch TensorFlow Hugging Face pandas NumPy Scikit-learn

Architecture

RAG QLoRA Vision Transformers CNN & LSTM Microservices

Core Computer Science

Data Structures OOP System Design DBMS Computer Networks

PROJECTS

🌾
AI/ML · NLP · Full-Stack
KisanMitra AI

Hindi-first agricultural advisory chatbot for 500M farmers — mT5, QLoRA, RAG, FastAPI, React, AWS.

mT5QLoRARAGFastAPIAWS
GitHub
🌿
Computer Vision · Deep Learning
AgriSense

Crop disease classification across 38 classes using TRMS-ViT — hybrid CNN + Vision Transformer architecture.

PyTorchViTCNNtimmStreamlit
GitHub
Computer Vision · Sports Analytics
Football YOLO

End-to-end football analytics pipeline: player detection, ByteTrack tracking, pitch homography, tactical intelligence.

YOLOv8ByteTrackOpenCVmplsoccer
GitHub
📈
ML · FinTech · Full-Stack
MarketLens

AI-powered Nifty-50 platform: LSTM forecasting, portfolio optimization, correlation network analysis.

TensorFlowFastAPIReactNetworkX
GitHub
🍽️
NLP · Fine-Tuning · Full-Stack
Recipe Substitutor

Dietary recipe rewriting using FLAN-T5 fine-tuned with LoRA, FAISS semantic search, FastAPI, and React.

FLAN-T5LoRA/PEFTFAISSFastAPIReact
GitHub
🔍
Computer Vision · Search · Full-Stack
Visual Product Search

Image-based product search platform using vision embeddings, vector similarity, and a full-stack product interface.

CLIPFAISSFastAPIReact
GitHub

EXPERIENCE

Web Developer Intern

Coding Blocks

Jun – Jul 2025

Shipped production-grade Node.js/Express REST API modules with JWT auth, RBAC, and MongoDB. Reduced API latency by 25% through query optimization. Maintained zero-regression stability across CI/CD cycles.

Node.js Express.js MongoDB JWT RBAC REST APIs

Smart India Hackathon

Ministry of Education, Govt. of India

National Finalist

National-level engineering hackathon. Built a fully working AI prototype in 24 hours and placed among the top teams from 50+ national entries. Demonstrated rapid prototyping, team collaboration, and AI-driven solution design.

Hackathon 24h Prototype AI/ML Team Leadership

EDUCATION

B.Tech in Computer Science & Engineering

BML Munjal University

2023 - 2027

Gurugram, Haryana | CGPA: 8.0

LANGUAGES

English
Hindi
Programming
Problem Solving
Java DSA (400+ LeetCode)

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Let's build something amazing together