AI/ML Engineer Portfolio
Building intelligent
AI systems-that solve real problems.
Computer Science undergraduate specializing in Artificial Intelligence. I build machine learning systems, LLM applications, and AI-powered products.
About Me
Building intelligent
systems with AI.
I'm Pathum, a Computer Science undergraduate specializing in Artificial Intelligence. I build machine learning systems, generative AI applications, and backend solutions that solve real-world problems.
My focus areas include Large Language Models, Retrieval-Augmented Generation (RAG), AI agents, machine learning pipelines, and scalable software systems.
AI
Artificial Intelligence
ML
Machine Learning
Portfolio
Featured Projects
A selection of machine learning, generative AI, and software engineering projects demonstrating practical problem solving and modern AI development.
Machine Learning
Vehicle CO₂ Emission Prediction System
A machine learning pipeline that predicts vehicle CO₂ emissions using data preprocessing, feature engineering, model training, and evaluation.
Data Science Competition
Data Storm v7.0
Competition solution focused on predictive analytics, feature engineering, model optimization, and performance evaluation using real-world datasets.
Generative AI
Role-Based SQL Assistant
An LLM-powered assistant that converts natural language into SQL while enforcing role-based access control for secure database querying.
AI Agents
Agentic ML Studio
An agent-based platform that automates dataset analysis, model training, evaluation, and report generation through collaborative AI agents.