Applied AI Engineer
I build agentic systems that solve real-world problems reliably.
Safe, auditable, explainable multi-agent systems for climate, business operations, fabrication and healthcare.
- Climate & carbon
- Business operations
- Fabrication & electronics
- Healthcare support

Sri Lanka · --:-- local
Now: Prototyping a fabrication quotation agent that cuts order-handling time and effort, so more orders get through.
Works

Climate & carbon2026
AgentC: Autonomous Carbon Manager
Hierarchical multi-agent LangGraph system (MSc dissertation) for autonomous Scope-2 carbon management.
- LangGraph
- FastAPI
- Claude
- OpenAI
Climate & carbon2023
CarboMeter: NLP Emissions Tracking
A mobile app that records organisational GHG emissions from plain-language descriptions. Microsoft Imagine Cup 2023 World Finalist.
- Python
- Django REST Framework
- PostgreSQL
- AWS
About
I'm a software engineer turned applied AI engineer, driven by a passion for using intelligent machines to benefit people and the environment. I want to create value by solving complex real-world problems. I believe the way forward is human-machine coexistence, where we improve each other rather than compete.
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My foundation is a BSc in IT specializing in Data Science, which grounded me in software, data and how these technologies serve business. My MSc in AI followed. My dissertation, AgentC, introduced me to multi-agent systems (MAS) and how they tackle complex problems. AgentC reduces Scope 2 GHG emissions safely and without sacrificing comfort, using a distributed MAS that perceives and controls physical electrical devices. It is a hierarchical MAS in LangGraph: a manager agent coordinates nine task workers and a planning sub-graph of four expert agents, with shared Pydantic state, checkpointing and LangSmith tracing.
Professionally, I've spent two-plus years building enterprise software for data-heavy production needs, such as emissions reporting and GIS visualizations. Notably, I designed and shipped a visual AI quotation service for electrical and solar work. It uses multimodal models to return structured assessments, delivered over a messaging service. That project taught me that the observability and explainability of decisions matter more than raw model output. Production work across DRF, FastAPI, PostgreSQL, React, Next.js, third-party integrations, Stripe, AWS and CI/CD gave me the architectural toolkit to design production agentic AI systems.
Right now, I'm building a fabrication quotation agent for a real use case of my own. My goal is to join teams building impactful intelligent systems that keep humans and machines working together.
Experience
Software Engineer
CodeRunner Inc., Remote
Jun 2025 to Sep 2026
Associate Software Engineer
CodeRunner Inc., Remote
Oct 2024 to May 2025
Full-Stack (Data) Software Engineer (Intern)
iTelaSoft (Pvt) Ltd - Mirihana, Sri Lanka
March 2021 - October 2021
Education
MSc in Artificial Intelligence
University of Moratuwa
Dec 2023 to 2026
BSc (Hons) in Information Technology Specialising in Data Science
Sri Lanka Institute of Information Technology
2023
Tools
AI Engineering
- MAS architecture
- LangGraph
- Agent orchestration
- Claude
- OpenAI
- RAG (retrieval + reranking)
- Evals
- LangSmith
- Vision LLMs
- Pydantic (structured outputs)
- MCP & tool calling
Frameworks & Libraries
- FastAPI
- Next.js
- Django REST Framework
- Vercel AI SDK
- Stripe
Databases
- PostgreSQL
- pgvector
- ChromaDB
Programming Languages
- Python
- TypeScript
- SQL
Cloud & DevOps
- AWS
- Docker
- GitHub Actions
Hardware
- Arduino
- Teensy
- Raspberry Pi
- Node-RED
- Klipper
- OrcaSlicer
- Onshape
Recognition
SLASSCOM - National Ingenuity Awards 2023
SLASSCOM
2023
Imagine Cup World Finalist 2023
Microsoft Imagine Cup
2023
Dean's List, 4 semesters
SLIIT
2022
Certificates
IBM AI Engineering Specialization
Coursera
2023
Machine Learning Specialization
Coursera
2023
DeepLearning.AI TensorFlow Developer Specialization
Coursera
2023
Mathematics for Machine Learning and Data Science Specialization
Coursera
2023
Introduction to Machine Learning on AWS
Coursera
2023
Contact
Want to build a reliable agentic AI system? Write to me.