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sdanishka/README.md

Hey there! πŸ‘‹ I'm Danish Khan Afridi

πŸš€ ML Engineer & Computer Vision Specialist | MSc AI & Data Science @ University of Hull

Typing SVG

sdanishka

🎯 About Me

class DanishAfridi:
    def __init__(self):
        self.name = "Danish Khan Afridi"
        self.role = "ML Engineer & Computer Vision Specialist"
        self.education = "MSc Artificial Intelligence & Data Science @ University of Hull"
        self.location = "Birmingham, UK πŸ‡¬πŸ‡§"
        self.interests = ["Computer Vision", "Deep Learning", "Face Recognition", "Object Detection"]
        
    def current_focus(self):
        return [
            "πŸ”¬ Dissertation: Fish Species Classification using Deep Learning",
            "πŸ–ΌοΈ Smart Gallery: AI-Powered Photo Management System",
            "πŸš— AutoVision: Vehicle Detection Platform (25K+ Users)"
        ]
    
    def fun_fact(self):
        return "I turn pixels into intelligence! 🧠✨"

πŸš€ Featured Projects

πŸ–ΌοΈ Smart Gallery

AI-Powered Photo Management System

An intelligent photo gallery with face recognition, object detection, and semantic search capabilities.

Tech Stack:

  • πŸ”§ FastAPI + SQLAlchemy Backend
  • βš›οΈ Next.js Frontend
  • πŸ€– YOLOv8 Object Detection
  • πŸ‘€ InsightFace Recognition
  • πŸ” OpenCLIP Semantic Search

Features:

  • 🎭 Face clustering & recognition
  • 🏷️ Auto-tagging with YOLO
  • πŸ”Ž Natural language image search
  • πŸ“Š 9,962+ face embeddings processed

GitHub

πŸš— AutoVision

Vehicle Detection & Classification Platform

Production-ready computer vision platform for automated vehicle analysis with 25,000+ active users.

Tech Stack:

  • 🎯 YOLOv8 Detection Models
  • ⚑ Real-time Processing
  • 🌐 Next.js + Vercel Deployment
  • πŸ“ˆ Analytics Dashboard

Achievements:

  • πŸ‘₯ 25,000+ Users
  • 🎯 High-accuracy detection
  • ⚑ Real-time processing
  • 🌍 Global deployment

Live Demo

🐟 FishNet Classification

Deep Learning for Fishing Activity Monitoring

MSc Dissertation project: Object detection and species classification using the FishNet dataset.

Tech Stack:

  • 🧠 EfficientNet-B0 (91.37% Accuracy)
  • 🎯 YOLOv8 (62.3% mAP@0.5)
  • πŸ“Š Advanced Data Pipeline
  • βš–οΈ Class Imbalance Handling

Results:

  • βœ… 91.37% Validation Accuracy
  • πŸ“ˆ Comprehensive Species Classification
  • πŸ”¬ Research-grade Implementation

Kaggle

πŸ§ͺ ML Experiment Ledger

Machine Learning Experiment Tracking System

A comprehensive platform for tracking ML experiments, model versions, and performance metrics.

Tech Stack:

  • πŸ“ Experiment Logging
  • πŸ“Š Metrics Visualization
  • πŸ”„ Model Versioning
  • πŸ“ˆ Performance Tracking

Features:

  • πŸ—‚οΈ Organized experiment management
  • πŸ“‰ Loss/accuracy tracking
  • 🏷️ Model tagging & comparison
  • πŸ“€ Export capabilities

GitHub

πŸ“š Research Paper Companion

AI-Powered Academic Research Assistant

Intelligent tool for reading, analyzing, and understanding research papers with AI assistance.

Tech Stack:

  • πŸ“„ PDF Processing
  • πŸ€– LLM Integration
  • πŸ” Semantic Search
  • πŸ“ Note-taking System

Features:

  • πŸ“– Paper summarization
  • ❓ Q&A on papers
  • πŸ”— Citation tracking
  • πŸ“Š Key insights extraction

GitHub

πŸ‹οΈ AutoTrainCV

Automated Computer Vision Model Training

Platform for automated training and deployment of computer vision models with FastAPI backend.

Tech Stack:

  • ⚑ FastAPI Backend
  • βš›οΈ Next.js Frontend
  • 🎯 YOLOv8 Training Pipeline
  • ☁️ Cloud Deployment

Features:

  • πŸ”„ Automated training pipelines
  • πŸ“Š Real-time metrics
  • πŸš€ One-click deployment
  • πŸ“ˆ Model comparison

GitHub


πŸ› οΈ Tech Stack

πŸ€– Machine Learning & AI

Python TensorFlow PyTorch Keras scikit-learn OpenCV

🌐 Web Development

Next.js React TypeScript FastAPI Django Flask TailwindCSS

☁️ Cloud & DevOps

AWS Google Cloud Docker Vercel Firebase

πŸ“Š Data & Databases

Pandas NumPy MySQL SQLite

πŸ“± Mobile Development

Flutter Dart


πŸ“Š GitHub Stats

Danish's GitHub Stats Danish's GitHub Streak Top Languages

πŸ† GitHub Trophies

trophy


🌐 Connect With Me

LinkedIn Kaggle Medium Stack Overflow YouTube Portfolio


πŸ’¬ Let's Collaborate!

I'm always open to interesting projects and collaborations in Computer Vision, Deep Learning, and Full-Stack AI Applications.

πŸ“§ Reach out: LinkedIn


⭐️ From Danish Khan Afridi with ❀️

Wave

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