I'm an AI/ML Engineer and Software Developer holding a BSc (Hons) Computer Science - First Class Honours from University of Plymouth, UK (NSBM Green University), and also currently pursuing my BComp (Hons) Information Systems at University of Sri Jayewardenepura. I'm passionate about exploring the intersection of artificial intelligence, machine learning, and real-world problem solving.

• 🔬 Research Focus: RAG Systems, Agentic AI, AI Automation, ML/DL with Mathematical Optimization, NLP & LLMs in Sinhala Machine Translation
• 🎯 Current Goal: Building intelligent systems that make a real impact
• 🎵 Fun Fact: I'm also a bassist and a professional musician when not coding!
• 🌱 Always Learning: New AI architectures, MLOps practices, and cutting-edge tech

Final Year Research Project

• 🧠 Tech: Python, TensorFlow, RNN, Bi-LSTM, FastAPI, Flutter, MongoDB
• 🎯 Advanced music information retrieval using deep learning
• 🚀 Real-time audio analysis with mobile UI integration
• 📦 Published as PyPI package with CI/CD deployment to GCP

• 🎯 Tech: Streamlit, LangChain, Groq, Qdrant, HuggingFace, MongoDB
• 🧠 Semantic resume-job matching using RAG technology
• 📊 Automated candidate screening with similarity scoring
• ⚡ Transforms traditional hiring processes

• 🎯 Tech: PyTorch, TensorFlow, OpenCV, Albumentations, Kaggle API
• 🏥 Medical-grade U-Net for precise brain tumor detection on MRI scans
• 📊 Achieved 90% binary accuracy on LGG MRI segmentation dataset
• ⚡ Production-ready segmentation with pixel-level tumor boundary detection

• 🔍 Tech: PyTorch, LangChain, YOLO, Ollama, Streamlit
• 🚨 Real-time threat detection with intelligent scene analysis
• 🤖 LLM-powered detailed threat descriptions via Telegram Bot
• 📹 Computer vision meets natural language processing

• 🌐 Tech: Transformer, LLM, HuggingFace, MBart50, BitsAndBytes
• 🇱🇰 Fine-tuned for Sinhala-English subtitle translation
• ⚡ Optimized with 8-bit quantization for efficient deployment
• 📈 Evaluated using SacreBLEU metrics

• 💻 Tech: HTML, CSS, JavaScript, PHP (CodeIgniter), MongoDB, Bootstrap
• 🕷️ Web scraping bot for real-time e-commerce data collection
• 📱 Responsive design with dynamic data handling
• 🔍 Enhanced user experience in price comparison

• 📈 Tech: Python, SQL, Snowflake, ETL, XGBoost
• 🔗 Real-time ETL pipeline for LinkedIn job posting data
• 🤖 Machine learning models for job trend analysis
• 📊 Interactive dashboard with real-time data feeds

• 🧠 Tech: MATLAB, Neural Networks
• 📊 Statistical analysis on biometrics dataset
• 🤖 Feedforward network for user recognition
• 🎯 Developed for AI & ML module coursework

• 💼 Tech: .NET, C#, XAML, SQL Server
• 👥 Customer management and booking system
• 💰 Billing and returns functionality
• 🏗️ Strengthened OOP and desktop development skills

• 🤖 Tech: CrewAI, LangChain, Ollama, ChromaDB, Streamlit, HuggingFace
• 📚 Research paper analysis and academic Q&A
• 🔍 Document ingestion, summarization, and topic extraction
• 🧠 Semantic retrieval with sentence-transformer embeddings

Multi-Agent Educational System

• 🤖 Tech: Next.js, Node.js, FastAPI, CrewAI, LangChain, Ollama, ChromaDB, n8n, MLflow, Docker
• 🇱🇰 Sinhala-first educational platform for Sri Lankan students
• 🎙️ Multimodal learning through voice, images, and text
• 🎯 Specialized agents for lessons, translation, and emotional support

University Social Network

• 🌐 Tech: React, Node.js, MongoDB, Firebase
• 🎓 Social platform for University of Sri Jayewardenepura computing students
• 💬 Media sharing, forums, threads, and private chat
• 📱 Community-focused features for academic collaboration

• 🔬 Research: RAG Systems, Agentic AI, NLP & LLMs in Sinhala Machine Translation
• 🤖 AI Projects: Multi-agent educational platforms for local languages
• 📚 Learning: MLOps best practices, AI Automation
• 🎵 Music: Performing with bands and creating music

System Support Officer - IT @ Mercantile Investments FPLC (2022)

• Infrastructure support and system optimization
• Gained valuable industry experience in enterprise IT environments