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sahilkapase/README.md

πŸ‘‹ Hello, I'm Sahil Kapase

AI/ML β€’ Full-Stack Development β€’ Computer Vision β€’ DevOps Learner




πŸ… Hacktoberfest & Open Source Badges

Hacktoberfest 2025 Hacktoberfest Contributor Open Source Contributor



🎯 Professional Summary

πŸ” Current Focus

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

πŸŽ“ Learning & Growth

  • πŸ“¦ Docker & Containerization
  • πŸ”§ Linux & Bash
  • 🧠 Deep Learning (CNNs, GANs)
  • πŸš€ Backend API Design
  • ☁️ Cloud Basics (AWS, Azure, GCP)

βœ… Quick Stats

  • 🧬 ML + CV Enthusiast
  • πŸ’» Backend & API Developer
  • πŸ”₯ Hands-on with YOLO, GANs
  • πŸš€ Love to build & deploy projects

πŸ› οΈ Tech Stack

Programming Languages


Python

Java

JavaScript

C

AI & ML Tools

Backend & Tools


Django

Flask

Node.js

Git

DevOps & Cloud

Databases


πŸš€ Highlighted Projects

πŸ”₯ Pothole Detection using YOLOv8

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

πŸ€– GAN-Based Image Generation

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

πŸ§ͺ Image Testing App (Flask + PyTorch)

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

πŸ“Š GitHub Analytics


🎯 Learning Roadmap

AI / ML β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘ 75% Computer Vision β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘ 70% Backend Development β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘ 60% DevOps Basics β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘ 45% Cloud Fundamentals β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘ 35% 

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