Software Engineer
Software Engineer with 2+ years building production AI/ML and backend systems, specializing in LLM-powered and agentic applications, MLOps pipelines, and scalable infrastructure. Open-source core contributor to the Jaseci stack, a major developer of the jac-scale Kubernetes deployment plugin and contributor to the jaclang language. Co-author of two IEEE-published papers on deep learning.
- Languages: Python, Go, Jac (jaclang), SQL, Bash
- AI/ML & GenAI: LLMs, RAG, Agentic AI (LangGraph), Fine-tuning (Unsloth), NLP, Deep Learning
- ML Frameworks: PyTorch, TensorFlow/Keras, scikit-learn, Hugging Face
- MLOps & Infra: Docker, Kubernetes, MLflow, Apache Airflow, CI/CD
- Backend & Data: FastAPI, Jaseci, REST APIs, PySpark, Kafka, Redis Streams, Vector Databases (Chroma)
- Jaseci - Core contributor (30+ merged PRs) to jac-scale, the plugin that scales local Jac code to Kubernetes production, and jaclang, an AI-native programming language
- JacHammer - Backend developer on an agentic AI platform that generates and deploys full-stack jaclang applications end-to-end
- Tobu Lite - Image-to-video generation for the Tobu platform, integrating Google's Veo 3 model with selectable templates
- Deep Research Assistant - Production-grade agentic app for analytical question answering using LangGraph, web search, and Chroma vector retrieval
- Einstein Pro - AI patent generation and document management platform with a RAG-based chatbot over a vector database
- FriendZone - AI-powered memory sharing platform with automatic image analysis, built on jaclang and jac-cloud
- Self-Adaptive NILM - WaveNet/CNN models for appliance-level power prediction, published at IEEE World AI IoT Congress 2024
- "Self-Adaptive Non-Intrusive Load Monitoring Using Deep Learning" - IEEE World AI IoT Congress, 2024 (Best Presented Paper Award)
- "Self-Adaptive Deep Learning Framework for Non-Intrusive Load Monitoring" - IEEE Access, vol. 13, 2025
AI/ML Engineer | Jaseci Labs (Remote) | April 2024 - Present
Data Scientist | Utech Technologies | April 2024 - June 2024
Application Engineer Intern | Synopsys Lanka | January 2023 - July 2023
B.Sc. Engineering (Hons.) in Electrical Engineering, University of Moratuwa (2020 - 2024)