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linkhesh/README.md

Hi 👋, I'm Linkheshwar Mahendiran

Electronics & Communication Engineering Student | Embedded Systems | IoT | AI/ML

Typing SVG


👨‍💻 About Me

I'm an Electronics and Communication Engineering student interested in Embedded Systems, IoT, Artificial Intelligence, and Computer Vision.

I enjoy building practical projects that combine electronics, software, sensors, and intelligent systems to solve real-world problems.

  • 🎓 B.E. Electronics & Communication Engineering — S.A. Engineering College
  • 📊 CGPA: 8.35 / 10.00
  • 🔭 Currently exploring Embedded Systems, IoT & AI/ML
  • 💻 Working with C, Python, ESP32, Arduino, OpenCV & YOLOv8
  • 🚀 Interested in building practical hardware and AI-based solutions

🛠️ Tech Stack

💻 Programming

🤖 AI / Computer Vision

🔌 Embedded Systems & IoT

🧰 Tools & Platforms


🚀 Featured Project

🤖 AI-Based Crowd Safety and Management System

YOLOv8 • Python • OpenCV • Flask

Real-time crowd monitoring system that analyzes CCTV video streams, estimates crowd density, detects overcrowding, and generates alerts through a web-based dashboard.

Key Focus:

  • 👤 Real-time person detection
  • 📊 Crowd density estimation
  • 🚨 Overcrowding detection
  • 🔔 Real-time alerts
  • 🌐 Web-based monitoring dashboard

👉 View Project on GitHub


💼 Internship Experience

Matrix Labs Private Limited

Service Engineer Intern

  • Performed machine inspection, assembly, and preventive maintenance of industrial equipment.
  • Assisted in troubleshooting and servicing machinery.
  • Supported quality, safety, and operational standards.

🏆 Achievements

  • 🥉 Won 3rd Prize in the ISTE Students Chapter Inter-College Paper Presentation.
  • 💻 Participated in hackathons at CMRIT Bengaluru and Alfa College.
  • 🎤 Volunteered as an Event Coordinator for a college symposium.

📜 Certifications

  • Embedded Systems & IoT — NSIC Technical Service Centre
  • Python Master Class — MRL Tech Solution
  • LabVIEW Automation — IOLOGIX Automation Solution

🎓 Education

B.E. Electronics and Communication Engineering
S.A. Engineering College


💻 Coding Profile


📫 Connect With Me


💡 Building • Learning • Experimenting • Growing

Popular repositories Loading

  1. linkhesh linkhesh Public

    2

  2. Ai-Crowd-Safety-yolov8 Ai-Crowd-Safety-yolov8 Public

    AI-powered real-time crowd monitoring system using YOLOv8, OpenCV and Flask for overcrowding detection and safety alerts.

    Python 2