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https://github.com/lasithaamarasinghe/lasithaamarasinghe

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https://github.com/lasithaamarasinghe/lasithaamarasinghe

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README 

          



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.😁🚿🎶**



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## Languages and Tools💻🛠️





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##  Projects⚙️🧑‍💻



### 💠Deep Learning, Gen AI🧠

 

1. **NeoCare** - **[Repository](https://github.com/NeoCare-ENTC)** - Contactless neonatal health monitoring system, utilizing remote photoplethysmography.

2. **UAV Surveillance** - **[Repository](https://github.com/LasithaAmarasinghe/IEEE-VIP-Cup-2025-Multimodal-UAV-Detection-Tracking-and-Payload-Identification)** - Multimodal UAV Detection, Tracking and Payload Identification System.

3. **CSE Smart Scout** - **[Repository](https://github.com/LasithaAmarasinghe/CSE-Smart-Scout)** - Autonomous financial multi-agent system for Colombo Stock Exchange.

4. **Hybrid RAG Assistant** - **[Repository](https://github.com/LasithaAmarasinghe/Verifiable-RAG-Assistant)** - Hybrid RAG agent with dynamic web search and verification.

5. **TeaLeaf Lens** - **[Repository](https://github.com/LasithaAmarasinghe/Tea-Leaf-Lens)** - Computer vision system designed to automate tea manufacturing quality control.

6. **Improvement for ConvNext** - **[Repository](https://github.com/LasithaAmarasinghe/ConvNeXt-Improved)** - Optimized architecture using Multi-Scale Depthwise Convolution modules.



### 💠Web & Software Development🧑‍💻

1. **Transformer Management System** - **[Repository](https://github.com/Web-Wizards-ENTC/Transformer)** -  Web-based transformer managemnet system with autonomous fault detection.

2. **Flower Exchange** - **[Repository](https://github.com/LasithaAmarasinghe/Flower-Exchange)** - High-performance C++ trading engine with low-latency limit order book.

3. **TicketBlitz** - **[Repository](https://github.com/LasithaAmarasinghe/TicketBlitz)** - High-Concurrency Go(Golang) Reservation Engine for ticket reservation.

4. **ACTURA** - **[Repository](https://github.com/LasithaAmarasinghe/ACTURA)** -  VR application developed to help users conquer public speaking fear by practicing on a virtual stage.



### 💠Electronics, IoT, Robotics📱🤖



1. **3D Mapper** - **[Repository](https://github.com/LasithaAmarasinghe/3D-Mapper)** - A 3D plotting device for short-range object detection powered by ATmega 2560.

2. **Analog Wall Following Robot** - **[Repository](https://github.com/LasithaAmarasinghe/Analog-Wall-Follow-Robot)** - A wall-following robot made using only analog electronics.   

3. **Multi Room Sound System** - **[Repository](https://github.com/Multi-Room-Sound-System-AURA)** - An IoT-integrated smart sound system powered by ESP32.

4. **Smarty Plug** -  **[Repository](https://github.com/LasithaAmarasinghe/Smarty-Plug)** - An IoT-integrated smart extension cord powered by ATmega328 & ESP8266.

5. **Agni Robot** - **[Repository](https://github.com/LasithaAmarasinghe/Agni-Robot)** - 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](https://github.com/LasithaAmarasinghe/Agent-Performance-Analysis-Data-Storm)** - A system that analyzes and predicts insurance agent performance.

2. **Freezer Gambit** - **[Repository](https://github.com/LasithaAmarasinghe/Freezer-Gambit-Data-Crunch)** - A time series forecasting system forecasting weekly prices of fruits and vegetables.

3. **Multiview Triangulation** - **[Repository](https://github.com/LasithaAmarasinghe/EN3160-Image-Processing-Computer-Vision/tree/main/Project)** - Based on *Practical Global Optimization for Multiview Geometry* research paper.

4. **Olympic Medal Count Prediction** - **[Repository](https://github.com/LasithaAmarasinghe/Olympic-Medal-Count-Prediction)** - Predicting medal counts in Olympic Games using Linear Regression.   

5. **Stock Market Price Prediction** - **[Repository](https://github.com/LasithaAmarasinghe/Stock-Market-Price-Prediction)** - Predicting S&P500 Stock Market Index movements using RandomForestClassifier. 

6. **Real Time Speech Recognition** - **[Repository](https://github.com/LasithaAmarasinghe/Real-Time-Speech-Recognition)** - Recording live speech using the microphone and transcribing using the speech.

7. **Dog Classification** - **[Repository](https://github.com/LasithaAmarasinghe/Dog-Classification-with-Tensorflow)** - Classifying dog breeds using deep learning with TensorFlow and Keras.

8. **Gender & Age Prediction** - **[Repository](https://github.com/LasithaAmarasinghe/Gender-and-age-prediction)** - Detecting faces in images and predicting age and gender using deep neural networks.

9. **IPL Score Prediction** - **[Repository](https://github.com/LasithaAmarasinghe/IPL-Score-Prediction)** - Predicting IPL scores based on venue and competing teams using neural networks.

10. **Movie Recommender System** - **[Repository](https://github.com/LasithaAmarasinghe/Movie-Recommender-System)** - Recommending movies based on user preferences using a TF-IDF matrix.

11. **Potato Disease Identification** - **[Repository](https://github.com/LasithaAmarasinghe/Fertilizer-App)** - Identifying common potato leaf diseases using deep neural networks.

12. **Hand Gesture Math Solver** - **[Repository](https://github.com/LasithaAmarasinghe/Hand-Gesture-Math-Solver)** - A real-time hand gesture recognition system using Python, OpenCV, and Gemini. 

13. **Face Recognition** - **[Repository](https://github.com/LasithaAmarasinghe/Face-Recognition)** - A basic face recognition system using Python, OpenCV, and the Face Recognition library.

14. **YouTube Comment Analysis** - **[Repository](https://github.com/LasithaAmarasinghe/YouTube-Comment-Analysis)** - A sentimental analysis of YouTube comments and classifying them.



  ### 💠Web & Software Development🧑‍💻

1. **Workout Buddy** - **[Repository](https://github.com/LasithaAmarasinghe/Workout-Buddy)** - A comprehensive fitness tracking app built with the MERN (MongoDB, Express, React, Node.js) stack.

2. **Foody** - **[Repository](https://github.com/LasithaAmarasinghe/Foody)** - A restaurant website built with HTML, CSS, JavaScript and Flask for an enhanced dining experience.

3. **StudyMate** - **[Repository](https://github.com/LasithaAmarasinghe/StudyMate)** - A web application that serves as a comprehensive academic progress tracker for students.

4. **Disaster Response Bot** - **[Repository](https://github.com/LasithaAmarasinghe/Disaster-Response-WhatsApp-Bot)** - WhatsApp monitoring and disaster response management system made for 2025 crisis.

5. **Flood Relief Crisis Map** - **[Repository](https://github.com/LasithaAmarasinghe/Sri-Lanka-Flood-Relief)** - Real time interactive map showing flood relief requests and volunteer contributions.



     

## Module Repositories 📖



1. **EN3150-Pattern-Recognition** - **[Repository](https://github.com/LasithaAmarasinghe/EN3150-Pattern-Recognition)**

2. **EN3160-Image-Processing-&-Computer-Vision** - **[Repository](https://github.com/LasithaAmarasinghe/EN3160-Image-Processing-Computer-Vision)**

3. **EN3251-Internet-of-Things** - **[Repository](https://github.com/LasithaAmarasinghe/EN3251-Internet-of-Things)**

4. **MA4144-Neural-Networks-&-Fuzzy-Logic** - **[Repository](https://github.com/LasithaAmarasinghe/MA4144-Neural-Networks-and-Fuzzy-Logic)**

5. **CS2023-Data-Structures-&-Algorithms** - **[Repository](https://github.com/LasithaAmarasinghe/CS-2023-Data-Structures-Algorithms)**

6. **EN2031-Computer-Organization-&-Design** - **[Repository](https://github.com/LasithaAmarasinghe/EN2031-Computer-Organization-and-Design)**

7. **EN2150-Communication-Network-Engineering** - **[Repository](https://github.com/LasithaAmarasinghe/EN2150-Communication-Network-Engineering)**

8. **EN4384-Wireless-and-Mobile-Communications** - **[Repository](https://github.com/LasithaAmarasinghe/EN4384--Wireless-and-Mobile-Communications)**



## Connect with Me 🤝

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