About Me
Turning data and AI research into production systems that ship.
Data and AI Engineer with 3+ years of experience designing and deploying production ML and generative-AI solutions on Azure. I specialize in RAG-based chatbots, multi-agent systems, and enterprise data pipelines, and I'm Microsoft Certified across Azure AI Engineering, Fabric Data Engineering, and Fabric Analytics Engineering. I enjoy turning ambiguous business problems into working AI systems, particularly in customer support and service optimization.
Download CVGenerative AI & Agents
RAG chatbots and multi-agent systems with LangChain, LangGraph, and MCP.
Data Engineering
Scalable pipelines on Microsoft Fabric, Airflow, and SSIS for enterprise data.
MLOps & Cloud
Production ML/AI deployment on Azure with Docker, Git, and CI/CD.
Analytics & Dashboards
Turning raw data into decisions with Power BI and audience analytics.
My Journey
Experience and education in artificial intelligence and data engineering
Experience
Data Engineer
Vitalfew
Melbourne, Australia · Hybrid
- •Working on a client engagement focused on data processing, AI solutions, and analytics.
Data and AI Engineer
H One Private Limited (Microsoft Solution Provider)
Colombo, Sri Lanka · On-site
- •Designed and deployed production-ready AI systems using Python, Azure OpenAI, RAG architectures, and multi-agent frameworks.
- •Built scalable data pipelines and enterprise data platforms using Microsoft Fabric, SSIS, and SQL Server.
- •Developed AI-powered copilots and conversational agents for customer support automation.
Intern – Data Analyst
Dialog Axiata PLC
Sri Lanka · On-site
- •Analyzed operational and customer data using SQL, Python, Power BI, Snowflake, Azure, and AWS.
- •Built datasets, visuals, and insights for the TV Audience Project to support improved audience analysis.
- •Designed SSRS reports for the Financial Company project, streamlining financial data reporting.
Education
BSc (Hons) in Information Technology, Specializing in Data Science
SLIIT – Colombo, Sri Lanka
Bachelor's Degree in Information Technology (External)
University of Colombo – Colombo, Sri Lanka
G.C.E. Advanced Level – Physical Science with ICT
Walasmulla National School
- •Good Pass in ICT; Credit Passes in Combined Mathematics and Physics.
Certifications & Achievements
Professional credentials and recognitions
Microsoft Certified: SQL AI Developer Associate (DP-800)
Microsoft
Designing and building AI-powered solutions on SQL Server and Azure SQL.
In progress, 2026
Microsoft Certified: Fabric Data Engineer Associate (DP-700)
Microsoft
Implementing and managing data engineering solutions on Microsoft Fabric.
2025
Microsoft Certified: Azure AI Engineer Associate (AI-102)
Microsoft
Designing and implementing Azure AI solutions, including cognitive services and knowledge mining.
2025
Microsoft Certified: Fabric Analytics Engineer Associate (DP-600)
Microsoft
Building enterprise analytics solutions with Microsoft Fabric and Power BI.
2024
Azure ML Challenge
Microsoft
Completed Microsoft's applied Azure Machine Learning challenge program.
2024
Analytics & AI Industry Practice Intern Course
Data Analytics Academy of Dialog
Structured industry-practice program covering applied analytics and AI.
2024
Skills & Expertise
A comprehensive toolkit for building intelligent solutions
Programming
Cloud Platforms
Data Engineering
AI & Machine Learning
MLOps & DevOps
Visualization & Tools
Featured Projects
Showcasing applied AI and Data engineering work
RAG Chatbot for Education & Business
End-to-end retrieval-augmented chatbots built with Azure OpenAI, Cognitive Search, and FastAPI to automate query routing and deliver accurate, real-time answers.
AI Voice Agent for Call Centers
Conversational voice agent piloted with Dialog to automate FAQ handling over a standard phone line, integrated with Azure OpenAI, LiveKit, and SIP.
Enterprise Data Pipelines & Medallion Architecture
Automated Bronze/Silver/Gold architecture in Microsoft Fabric replacing a manual financial reporting process, feeding a Fabric Warehouse behind Power BI dashboards.
Multi-Agent Stock Recommendation System
Multi-agent stock analysis dashboard for the NSE (Indian market): a LangGraph supervisor orchestrates 4 specialized agents (stock finder, market data, news analyst, price recommender) via Azure OpenAI and Bright Data MCP tools, surfaced through a Streamlit dashboard.
Banking Data Warehouse Implementation
SSIS-based ETL pipelines integrating an AS400 core banking system into SQL Server on a D-1 schedule, with SSRS and an executive Power BI dashboard.
Bank Statement Extraction Application
Automated extraction of financial data from bank statement PDFs using Azure Document Intelligence and Azure OpenAI, cutting manual data entry.
AI Medical Assistant Chatbot (RAG)
A retrieval-augmented medical assistant where users upload medical PDFs and ask questions in plain language. Chunks and embeds documents into Pinecone, then answers via Groq's LLaMA 3-70B through a LangChain RAG chain and FastAPI backend.
Astro Weather — Agentic ETL Platform
End-to-end weather intelligence platform: an Airflow DAG collects and transforms OpenMeteo data into BigQuery, while an Azure OpenAI agent answers natural-language weather questions through a Streamlit interface, all containerized with Docker.
Singer E-Commerce AI Chatbot
Context-aware, session-based support assistant for an e-commerce platform, built with LangGraph and Azure OpenAI. Handles product lookup, order tracking, warranty checks, and spare-parts search against a SQL Server backend via FastAPI and Streamlit.
Get in Touch
Let's discuss how we can work together on your next AI project