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LasithaAmarasinghe/README.md

Hi Waving hand animated gif, I'm Lasitha Amarasinghe

GIF

An Electronic and Telecommunication Engineering Undergraduate from Sri Lanka

🔭 Passionate about Computer Vision & Deep Learning.

🤖 Currently building Agentic AI systems & exploring Generative AI architectures.

🏛️ Former Research Intern at National University of Singapore (NUS).

⚡ Fun fact: I have a deep passion for music, but my singing voice is so uniquely 'mine' that even my showerhead begs for earplugs.😁🚿🎶

Languages and Tools💻🛠️

python logo java logo c logo cplusplus logo csharp logo html5 logo css3 logo javascript logo opencv logo jupyter logo tensorflow logo pytorch logo numpy logo git logo

Projects⚙️🧑‍💻

💠Deep Learning, Gen AI🧠

  1. NeoCare - Repository - Contactless neonatal health monitoring system, utilizing remote photoplethysmography.
  2. UAV Surveillance - Repository - Multimodal UAV Detection, Tracking and Payload Identification System.
  3. CSE Smart Scout - Repository - Autonomous financial multi-agent system for Colombo Stock Exchange.
  4. Hybrid RAG Assistant - Repository - Hybrid RAG agent with dynamic web search and verification.
  5. TeaLeaf Lens - Repository - Computer vision system designed to automate tea manufacturing quality control.
  6. Improvement for ConvNext - Repository - Optimized architecture using Multi-Scale Depthwise Convolution modules.

💠Web & Software Development🧑‍💻

  1. Transformer Management System - Repository - Web-based transformer managemnet system with autonomous fault detection.
  2. Flower Exchange - Repository - High-performance C++ trading engine with low-latency limit order book.
  3. ACTURA - Repository - VR application developed to help users conquer public speaking fear by practicing on a virtual stage.

💠Electronics, IoT, Robotics📱🤖

  1. 3D Mapper - Repository - A 3D plotting device for short-range object detection powered by ATmega 2560.
  2. Analog Wall Following Robot - Repository - A wall-following robot made using only analog electronics.
  3. Multi Room Sound System - Repository - An IoT-integrated smart sound system powered by ESP32.
  4. Smarty Plug - Repository - An IoT-integrated smart extension cord powered by ATmega328 & ESP8266.
  5. Agni Robot - Repository - A robot powered by Arduino Mega 2560, capable of doing various tasks in robotics competitions.

📂 More Projects & Experiments

Click to view more projects

💠Machine Learning, Deep Learning🧠

  1. Agent Performance Analyser - Repository - A system that analyzes and predicts insurance agent performance.
  2. Freezer Gambit - Repository - A time series forecasting system forecasting weekly prices of fruits and vegetables.
  3. Multiview Triangulation - Repository - Based on Practical Global Optimization for Multiview Geometry research paper.
  4. Olympic Medal Count Prediction - Repository - Predicting medal counts in Olympic Games using Linear Regression.
  5. Stock Market Price Prediction - Repository - Predicting S&P500 Stock Market Index movements using RandomForestClassifier.
  6. Real Time Speech Recognition - Repository - Recording live speech using the microphone and transcribing using the speech.
  7. Dog Classification - Repository - Classifying dog breeds using deep learning with TensorFlow and Keras.
  8. Gender & Age Prediction - Repository - Detecting faces in images and predicting age and gender using deep neural networks.
  9. IPL Score Prediction - Repository - Predicting IPL scores based on venue and competing teams using neural networks.
  10. Movie Recommender System - Repository - Recommending movies based on user preferences using a TF-IDF matrix.
  11. Potato Disease Identification - Repository - Identifying common potato leaf diseases using deep neural networks.
  12. Hand Gesture Math Solver - Repository - A real-time hand gesture recognition system using Python, OpenCV, and Gemini.
  13. Face Recognition - Repository - A basic face recognition system using Python, OpenCV, and the Face Recognition library.
  14. YouTube Comment Analysis - Repository - A sentimental analysis of YouTube comments and classifying them.

💠Web & Software Development🧑‍💻

  1. Workout Buddy - Repository - A comprehensive fitness tracking app built with the MERN (MongoDB, Express, React, Node.js) stack.
  2. Foody - Repository - A restaurant website built with HTML, CSS, JavaScript and Flask for an enhanced dining experience.
  3. StudyMate - Repository - A web application that serves as a comprehensive academic progress tracker for students.
  4. Disaster Response Bot - Repository - WhatsApp monitoring and disaster response management system made for 2025 crisis.
  5. Flood Relief Crisis Map - Repository - Real time interactive map showing flood relief requests and volunteer contributions.

Module Repositories 📖

  1. EN3150-Pattern-Recognition - Repository
  2. EN3160-Image-Processing-&-Computer-Vision - Repository
  3. EN3251-Internet-of-Things - Repository
  4. MA4144-Neural-Networks-&-Fuzzy-Logic - Repository
  5. CS2023-Data-Structures-&-Algorithms - Repository
  6. EN2031-Computer-Organization-&-Design - Repository
  7. EN2150-Communication-Network-Engineering - Repository
  8. EN4384-Wireless-and-Mobile-Communications - Repository

Connect with Me 🤝

GitHub Stats 📊

GitHub stats

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  1. Web-Wizards-ENTC/Transformer Web-Wizards-ENTC/Transformer Public

    This project is a web-based system for managing transformers and their associated thermal imaging data

    JavaScript 1

  2. IEEE-VIP-Cup-2025-Multimodal-UAV-Detection-Tracking-and-Payload-Identification IEEE-VIP-Cup-2025-Multimodal-UAV-Detection-Tracking-and-Payload-Identification Public

    Forked from MIHIRAJA-KURUPPU/IEEE-VIP-Cup-2025-Multimodal-UAV-Detection-Tracking-and-Payload-Identification

    Drone Detection-Tracking-and-Payload-Identification Challenge

    Python

  3. NeoCare-ENTC/.github NeoCare-ENTC/.github Public

    NeoCare is a non-invasive, real-time health monitoring system for neonates, utilizing remote photoplethysmography.

  4. Hand-Gesture-Math-Solver Hand-Gesture-Math-Solver Public

    This project demonstrates a real-time hand gesture recognition system using Python, OpenCV, and Gemini AI by Google.

    Python 10 2

  5. CSE-Smart-Scout CSE-Smart-Scout Public

    A hierarchical multi-agent system that orchestrates specialized AI workers to perform real-time technical analysis and market research for the Colombo Stock Exchange (CSE).

    Python

  6. Analog-Wall-Follow-Robot Analog-Wall-Follow-Robot Public

    This analog wall follow robot is developed for the semester 3 project under EN2091: Laboratory Practice and Projects.

    HTML 6