Giter Site home page Giter Site logo

Welcome to my GitHub Profile πŸ˜€


Joel's GitHub Banner


πŸš€ About Me

I am a passionate Robotics and Automation enthusiast, focused on pushing the boundaries of autonomous systems. As a Bachelor of Technology graduate in Robotics and Automation from @Saintgits College of Engineering, and a Bachelor of Science student in Data Science from @IIT Madras, I have honed my skills in robotics, computer vision, and deep learning through various hands-on projects and internships.

I specialize in robotic systems with autonomous navigation, mapping, and object detection using ROS, Python, and machine learning. My projects focus on autonomous rovers and deep learning-based detection systems.


πŸ”§ Technologies & Tools

Python C++ ROS Docker Linux Git


πŸ“Š GitHub Stats

Joel's GitHub Stats Joel's GitHub Streak Stats


🌟 Featured Projects

Developed an open-source autonomous rover using ROS Noetic, focusing on 2D and 3D mapping via Octomap and RTABMap. Integrated a DWA planner for path planning and a 4-wheeled rocker mechanism for stability.

Created a rover equipped with LIDAR, Kinect Sensor V1, Nvidia Jetson Nano, and Arduino Mega for autonomous navigation and mapping. Used ROS Navigation Stack, GMapping, and RTABMap for SLAM.

Designed a deep learning model using YOLOv8 for detecting potholes and sewer covers on Indian roads. Achieved 92.7% precision and 92.8% mAP, surpassing performance benchmarks of YOLOv5.


πŸ† Achievements

  • Ranked 6th in B.Tech (Robotics and Automation)
  • 2nd Place for 'Autonomous Exploration Rover' project
  • Presented a paper on β€˜ROS-Based Rover with 3D Mapping and User Interface’ at KTU KETCON

🌱 Currently Learning

  • Advanced Python for machine learning and data science applications
  • ROS2 for improved robotic systems integration
  • Deep Learning for robotics applications
  • Revisiting C++ after a long break

πŸ“« Let's Connect


πŸ“ˆ Contribution Graph

Joel's Contribution Graph

Joel Georgie Jacob's Projects

emotion-identification icon emotion-identification

A machine learning project that aims to classify various emotional states of a human based on audio recordings using the CREMA-D dataset

expert-guide icon expert-guide

Information Kiosk for School Campus using PyQt5-Internship Project with Unique World Robotics

navrover icon navrover

NavRover is an ROS-based autonomous rover project developed as part of Buildspace's Nights & Weekends program S5.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    πŸ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. πŸ“ŠπŸ“ˆπŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❀️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.