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Hi there πŸ‘‹

I'm Ravindu Madawalagama a dedicated Computer Science and Engineering undergraduate from the University of Moratuwa, Sri Lanka.


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I'm passionate about cutting-edge technologies which have the potential to change our lives. My GitHub profile reflects my keen interest in areas such as

  • Deep Learning
  • Computer Vision
  • Machine Learning
  • Embedded Systems
  • Software Engineering
  • MLOPs

I thrive on exploring innovative solutions at the intersection of these fields. Join me on this journey of continuous learning and collaborative exploration into the exciting realms of technology.


Tools in hand πŸ› οΈ

PythonΒ  C++Β  JavaΒ  JavaScriptΒ  TensorFlowΒ  PyTorchΒ  DVCΒ  ArduinoΒ  GitΒ  MySQLΒ  SQLiteΒ  GitHubΒ  LinuxΒ  PandasΒ  Scikit-LearnΒ  NumPyΒ  NodeJSΒ  ReactΒ  AndroidStudioΒ 


Summary


Ravindu Madawalagama's Projects

accident-rescue-app icon accident-rescue-app

Automated Accident Detection and rescue system capable of sending immediate SOS messages via Mobile Application

accident-rescue-device icon accident-rescue-device

Firmware for accident detection device. Detects accidents through Accelerometer data and notifies mobile application via Bluetooth. Sends periodic location updates as well.

anomalib icon anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

credit-card-fraud-detection icon credit-card-fraud-detection

Trained a machine learning model to detect credit card fraud detection and implemented it on a Basys 3 FPGA using Verilog for real-time fast inference

face-recognizer icon face-recognizer

Face recognizer built using face classifiers provided by OpenCV. Can be trained to recognize custom faces. Uses feed from the webcam to identify and recognize.

flower-order-exchange-application icon flower-order-exchange-application

An order exchange application developed using C++ for a learning task. Two applications were developed in the project which communicated through sockets.

ivy icon ivy

The Unified Machine Learning Framework

metminer icon metminer

An information retrieval system from a knowledge base of Sinhalese poems. Developed using ElasticSearch and NodeJS elasticsearch client as the backend IR system and React to develop the Frontend.

microbankingsystem icon microbankingsystem

Android Mobile Application developed for a University project. Has the capability to connect to the server and perform all basic bank related tasks such as account creations and transactions.

simpleexpensemanager icon simpleexpensemanager

This is an android based basic expense manager application which will be used as a lab assignment for CS3042 - Database Systems course module.

taxi-time-predictor icon taxi-time-predictor

A machine learning project developed using tools used in industrial settings such as PyCaret, DVC, MLFlow and BentoML. Developed as a learning project.

v-num icon v-num

Customized Vehicle Number extraction system optimized for moving vehicles

youtube-downloader icon youtube-downloader

Simple Youtube Downloader built using Python. Provided the link, it can download the particular video in the required resolution.

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