Hello, I am

Ravindu
Weerakoon

Computer Science undergraduate at the University of Peradeniya with practical experience in machine learning, cybersecurity, and full-stack development. Interested in building intelligent, secure, and scalable software systems through research and engineering.

PROJECTS EXPERIENCE CONTACT

Selected
Works

01 / 04

Research

Behavioral Biometric Authentication System

Engineered a privacy-preserving authentication system using Keystroke and Mouse Trajectory (KMT) dynamics.

PythonPyTorchML

ML & Deep Learning

Biomedical Named Entity Recognition Pipeline

Developed a sequence-labeling pipeline for token-level BIO-tag disease extraction.

PythonPyTorchTransformers+2

ML & Deep Learning

Tea Leaf Disease Classifier

Engineered a 4-stage progressive unfreezing CNN pipeline with 90.54% accuracy.

PythonPyTorchOpenCV

AI Automation Tool

Git Workflow Automation CLI

Local LLM and GitHub CLI-driven automation tool for repository management.

PythonGit APIGitHub CLI+2

Cybersecurity

Cryptographically Secure System

Zero-trust, end-to-end encrypted distributed platform.

PythonCryptographyBlockchain

System Design

Resource Management System (RMS)

Multi-tenant full-stack platform optimizing relational database schemas.

Next.jsMySQLPrisma+1

Let's
Talk

contact@ravinduweerakoon.me

+94 71 880 6546

GITHUB LINKEDIN PORTFOLIO

RavinduWeerakoon

SelectedWorks