GitHub

👋 Hello, I'm Sahil Kapase

AI/ML • Full-Stack Development • Computer Vision • DevOps Learner


🏅 Hacktoberfest & Open Source Badges

Hacktoberfest 2025 Hacktoberfest Contributor Open Source Contributor

🎯 Professional Summary

🔍 Current Focus

  • 🤖 Computer Vision Projects (YOLO, CV Models)
  • 🌐 Full-Stack Development (Python, Django, Node.js)
  • ☁️ Learning DevOps: Docker, CI/CD, Linux
  • 🔄 Model Deployment (Flask, FastAPI, Web Apps)

🎓 Learning & Growth

  • 📦 Docker & Containerization
  • 🔧 Linux & Bash
  • 🧠 Deep Learning (CNNs, GANs)
  • 🚀 Backend API Design
  • ☁️ Cloud Basics (AWS, Azure, GCP)

✅ Quick Stats

  • 🧬 ML + CV Enthusiast
  • 💻 Backend & API Developer
  • 🔥 Hands-on with YOLO, GANs
  • 🚀 Love to build & deploy projects

🛠️ Tech Stack

🚀 Highlighted Projects

🔥 Pothole Detection using YOLOv8

  • ✅ Trained custom YOLOv8 model
  • ✅ Polygon-based area calculation
  • ✅ Used for road maintenance cost prediction
  • ✅ Dataset via Roboflow

🤖 GAN-Based Image Generation

  • ✅ Implemented Generator + Discriminator
  • ✅ Built dataset pipeline
  • ✅ Experimented with image synthesis

🧪 Image Testing App (Flask + PyTorch)

  • ✅ Upload image
  • ✅ Model inference
  • ✅ Real-time predictions
  • ✅ Integrated OpenCV + skimage

📊 GitHub Analytics

🎯 Learning Roadmap

AI / ML                  ███████████████░░░░   75%
Computer Vision          ██████████████░░░░░   70%
Backend Development      ████████████░░░░░░░   60%
DevOps Basics            █████████░░░░░░░░░░   45%
Cloud Fundamentals       ████████░░░░░░░░░░░   35%

Read the original on github.com ↗