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ShrishMaruge/README.md

πŸ‘‹ Hello, I'm Shrish

I'm a B.Tech Computer Science Engineering student specializing in Artificial Intelligence & Machine Learning (2023–2027), based in Hyderabad.

I build intelligent software at the intersection of:

Artificial Intelligence Β· Machine Learning Β· Computer Vision Β· LLMs Β· Full-Stack Engineering

My goal isn't simply to train models.

I build complete systems that turn AI research and engineering into useful real-world products.

From biometric attendance systems and deepfake detection to full-stack applications and intelligent analytics platforms, I enjoy taking an idea from problem β†’ architecture β†’ implementation β†’ deployment.


🧠 What I Build

πŸ€– AI Systems πŸ‘οΈ Computer Vision 🌐 Full-Stack
ML Models Object Detection Django
Deep Learning Face Recognition React
LLM Applications Image Analysis REST APIs
RAG Pipelines Video Processing Databases
Predictive Analytics Media Forensics Authentication

βš™οΈ Technology Stack

🐍 Languages

πŸ€– AI / Machine Learning

🌐 Full-Stack Development

πŸ—„οΈ Databases & Infrastructure

πŸ› οΈ Development Tools


πŸš€ Featured Projects

πŸ”¬ Student Face Biometric Attendance System

Computer Vision Β· Django Β· OpenCV Β· Deep Learning Β· REST API

A smart-campus attendance platform designed to automate student attendance using biometric face recognition.

Key Capabilities

  • πŸŽ₯ Real-time face detection and recognition
  • πŸ“± Webcam and mobile-camera support
  • πŸ” Biometric-based student verification
  • πŸ• Automated attendance with timestamps
  • πŸ“Š Admin dashboard and attendance reporting
  • πŸ“ CSV-based report export
  • ⚑ Designed for real-time processing
  • 🧩 Modular architecture for future ML improvements

Tech: Python Django OpenCV Deep Learning SQLite REST API Bootstrap


🧠 DeepFake Detection Engine

Media Forensics Β· CNN Β· Transfer Learning Β· Computer Vision

An AI-based media authenticity system designed to classify manipulated or AI-generated visual content.

Key Capabilities

  • 🧠 CNN-based binary classification
  • πŸ” Real vs. manipulated media detection
  • πŸ“Š Confidence-based predictions
  • πŸ”„ Transfer-learning architecture
  • 🧩 Modular inference pipeline
  • πŸ”¬ Exploration of Transformer-based approaches
  • πŸ“‘ Designed for future image/video analysis expansion

Tech: Python PyTorch CNN OpenCV Transfer Learning Flask


πŸ›’ Django + React E-Commerce Platform

Full-Stack Engineering Β· Django REST Framework Β· React

A complete e-commerce application combining a Django backend with a modern React frontend.

Key Capabilities

  • πŸ” Authentication and authorization
  • πŸ‘€ Role-based access
  • πŸ›οΈ Product management
  • πŸ›’ Shopping cart workflow
  • πŸ’³ Checkout and payment integration hooks
  • πŸ“¦ Order lifecycle management
  • πŸ”Œ RESTful API architecture
  • πŸ“± Responsive frontend experience

Tech: Django DRF React MySQL JWT Bootstrap


🧩 AI / ML Expertise

Area Focus
🧠 Machine Learning Classification · Regression · Feature Engineering · Model Evaluation
πŸ‘οΈ Computer Vision OpenCV Β· YOLO Β· Face Recognition Β· Object Detection
πŸ”₯ Deep Learning CNNs Β· Transfer Learning Β· PyTorch Β· TensorFlow
πŸ€– LLM Engineering Hugging Face Β· Prompt Engineering Β· RAG Β· AI Applications
πŸ“Š Data Science EDA Β· Data Cleaning Β· Visualization Β· Predictive Analytics
βš™οΈ ML Engineering Model Pipelines Β· APIs Β· Deployment Β· Integration
🌐 AI + Web Django · Flask · REST APIs · React
πŸ—οΈ Intelligent Systems Real-Time Processing Β· Automation Β· AI-powered Applications

πŸ”­ Currently Building & Learning

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚                    CURRENT FOCUS                            β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚                                                             β”‚
β”‚  πŸ‘οΈ  Advanced Computer Vision & YOLO Fine-Tuning           β”‚
β”‚                                                             β”‚
β”‚  🧠  Vision Transformers & Attention Architectures          β”‚
β”‚                                                             β”‚
β”‚  πŸ€–  LLM-Powered Applications & RAG Pipelines               β”‚
β”‚                                                             β”‚
β”‚  βš™οΈ  Scalable Django + React Architectures                  β”‚
β”‚                                                             β”‚
β”‚  πŸ“Š  Real-Time AI Analytics & Dashboards                    β”‚
β”‚                                                             β”‚
β”‚  πŸ”  Secure Biometric & Intelligent Systems                 β”‚
β”‚                                                             β”‚
β”‚  πŸš€  Production-Oriented ML Engineering                     β”‚
β”‚                                                             β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

πŸ† Engineering & Hackathon Experience

  • πŸ† Built a biometric attendance system under hackathon constraints.
  • πŸš€ Took projects from idea β†’ working implementation β†’ usable interface.
  • 🀝 Worked in collaborative and fast-paced development environments.
  • 🧠 Focused on solving practical problems rather than building models in isolation.
  • ⚑ Comfortable learning unfamiliar technologies when a project requires them.
  • πŸ’‘ Interested in turning experimental AI ideas into scalable applications.

πŸ“ˆ GitHub Analytics






πŸ“Š Contribution Activity


🎯 What I'm Looking For

I'm interested in opportunities where I can combine AI engineering with real-world software development.

🀝 Open To

Opportunity Interest
πŸ’Ό AI / ML Internships ⭐⭐⭐⭐⭐
🧠 Machine Learning Projects ⭐⭐⭐⭐⭐
πŸ‘οΈ Computer Vision Projects ⭐⭐⭐⭐⭐
πŸ€– LLM / RAG Applications ⭐⭐⭐⭐⭐
πŸš€ Hackathons ⭐⭐⭐⭐⭐
πŸ”¬ Research Collaboration ⭐⭐⭐⭐
🌱 Open Source ⭐⭐⭐⭐
πŸ’» Full-Stack Projects ⭐⭐⭐⭐

πŸ’‘ My Engineering Philosophy

Don't just build models. Build systems.

Problem β†’ Data β†’ Model β†’ API β†’ Application β†’ Impact

I believe good engineering is about more than writing code.

It's about understanding the problem, choosing the right architecture, building reliable systems, measuring results, and continuously improving.

Build things that are useful. Learn things that are difficult. Solve problems that matter.


🀝 Let's Connect



Open to internships Β· research Β· hackathons Β· collaborations Β· AI projects


Pinned Loading

  1. Ecommerce-luxury-django Ecommerce-luxury-django Public

    πŸ’Ž Luxury E-Commerce Django is a fully responsive, feature-rich web application that delivers a seamless, high-end online shopping experience. Built with Django and Bootstrap 5, it includes elegant …

    HTML 3

  2. iris-prediction-ml-django iris-prediction-ml-django Public

    🌸 About the Project Iris Flower Prediction ML App is a web-based machine learning application built using Django and scikit-learn. It predicts the species of an Iris flower β€” Setosa, Versicolor, or…

    Jupyter Notebook 2