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aayush010904/README.md

Aayush Chauhan

B.Tech ECE + AI/ML Minor · University of Delhi · Class of 2027
Noida, India · LinkedIn · Portfolio · [email protected]


I'm an undergrad building at the intersection of machine learning and backend engineering. Currently deepening my work in computer vision, LLM systems, and production-ready ML pipelines — while picking up Django to close the gap between models and real applications.


Focus Areas

Machine Learning & Deep Learning
CNNs, Vision Transformers, transfer learning, ensemble methods, custom architecture design

Computer Vision
Object detection (YOLO), image classification, real-time inference pipelines

NLP & LLM Systems
RAG pipelines, conversational AI, Hugging Face, LangChain, Groq, Pinecone

MLOps & Deployment
FastAPI, Docker, GCP, model serving and production pipelines

Backend Development (learning)
Django — bridging ML models into full backend systems


Tech Stack

Area Tools
Core ML Python, PyTorch, TensorFlow, Scikit-learn
Vision OpenCV, YOLO, CNNs, ViT
LLMs Hugging Face, LangChain, Pinecone, Groq
Data Pandas, NumPy, Matplotlib, Seaborn
Backend Django, FastAPI, Flask
DevOps Docker, GCP, Git
Other C++, SQL, MATLAB

GitHub Stats


Open To

  • Research collaborations in ML/CV/NLP
  • Internship opportunities
  • Open source contributions
  • Technical discussions

Building with purpose. Learning without limits.

Pinned Loading

  1. HaritaX HaritaX Public

    A state-of-the-art hybrid deep learning ensemble that combines the strengths of Convolutional Neural Networks (CNNs) and Transformers for intelligent plant disease detection and real world agricult…

    Jupyter Notebook 2

  2. SaferoadAI SaferoadAI Public template

    Computer vision based road accident detection and notification system, using YOLOv8 model and OpenCV

    Jupyter Notebook

  3. rag-document-qa rag-document-qa Public

    An enterprise-grade, LLM-powered intelligent document analysis and question-answering system. The system leverages advanced NLP, vector databases, and modern async frameworks to process multi-forma…

    Python 1 1

  4. BetrayalNet BetrayalNet Public

    A lightweight ensemble framework for identifying strategic deceptive cues without heavy reinforcement learning.

    Jupyter Notebook

  5. Med-Summarise Med-Summarise Public

    Med-Summarize is a web application designed to bridge the medical communication gap. It processes complex medical Question-Answer (Q&A) texts and generates summaries

    Jupyter Notebook

  6. Noted Noted Public

    A Simple Note Taking App made with Django

    CSS