AI/ML Developer · MSc Artificial Intelligence @ Dublin Business School
Building intelligent systems that solve real-world problems - from LLMs to cloud-deployed ML pipelines.
I'm an AI/ML Developer with a BSc in Industrial Statistics from the University of Colombo and currently pursuing an MSc in Artificial Intelligence at Dublin Business School, Ireland. I specialise in building end-to-end AI solutions - from data pipelines and model training to cloud deployment and API integration.
Previously, I worked as an AI/ML Developer at EMUQ TECH Inc. (remote, US) and as a Trainee in Group Analytics & AI at Dialog Axiata PLC (Sri Lanka's largest telco), where I developed a Natural Language to SQL system using Google Gemini and a customer churn prediction model on AWS SageMaker.
I'm passionate about Generative AI, LLMs, NLP, and scalable cloud architectures.
| Project | Description | Tech Stack |
|---|---|---|
| 🔍 NL-to-SQL Query Executor | Converts natural language queries into SQL using Google Gemini - built for Dialog Axiata's Analytics & AI Group | Gemini, Flask, Python, SQLite |
| 🎵 AI Audio Mastering Tool | Deep learning model that automates professional audio enhancement | AWS SageMaker, FastAPI, Python, S3 |
| 📢 SEO Content Generation Platform | Generates SEO-optimised content and auto-publishes across 6 social platforms in one click | Amazon Bedrock (Claude 3.5), FastAPI, OAuth 2.0 |
| 📰 NLP News Articles Analysis | Text classification and sentiment analysis on news datasets | Python, NLP, Scikit-learn |
| 🃏 Reinforcement Learning — BlackJack | RL agent trained to play BlackJack using Q-learning | Python, OpenAI Gym |
| 📉 Customer Churn Prediction | ANN-based churn prediction model deployed on AWS SageMaker | AWS SageMaker, Python, ANN |
Languages
Python SQL Java
AI / ML
TensorFlow Scikit-learn AWS SageMaker Amazon Bedrock Google Gemini LLMs NLP Deep Learning Reinforcement Learning
Cloud & DevOps
AWS (EC2, S3, SageMaker, Bedrock, Route 53, CodeCommit, VPC) Snowflake MLOps
Frameworks & Tools
FastAPI Flask OAuth 2.0 Git Jupyter Power BI
Data
Pandas NumPy Statistical Analysis Exploratory Data Analysis Data Visualisation
MSc Artificial Intelligence - Dublin Business School, Ireland (Sep 2025 - Sep 2026)
BSc Industrial Statistics - University of Colombo, Sri Lanka (Aug 2019 - May 2023)
AI/ML Developer - EMUQ TECH Inc. (Jul 2024 – Sep 2025 · Remote, US)
Developed Python modules, designed APIs, trained and deployed ML models. Led AI-driven audio mastering tool and SEO content generation platform.
Trainee, Group Analytics & AI - Dialog Axiata PLC (Feb 2024 – Sep 2024 · Colombo, LK)
Built NL-to-SQL system with Gemini, developed ANN churn prediction model on SageMaker.
- Reach out via LinkedIn for collaborations or opportunities