Summary
Building practical AI solutions with a focus on quality, reproducibility, and real-world user value.
Experience
Machine Learning Engineer · Deep Data Insight
August 2025 – Present
- Worked on voice-agent-based intelligent chatbot development.
- Curated prompts and implemented guardrails for LLM applications.
- Technologies: Python, Django, OpenAI Chat Completions, Docker.
Intern Software Engineer · DirectFN
January 2024 – June 2024
- Contributed to DFN Core Development Team and Order Management System (OMS).
- Gained practical exposure to FinTech and stock market domain workflows.
- Technologies: Java, Spring, Oracle DB, Infinispan, BitBucket CI/CD, Linux.
Skills
- Software Development: Spring Boot, ReactJS, Flask, FastAPI, Oracle DB
- Machine Learning: Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn
- Cloud: AWS, Azure, Firebase
- Generative AI: LangChain, ChromaDB, Prompt Engineering, Hugging Face, Ollama
- Programming Languages: Java, Python, JavaScript, C, Bash
- DevOps & MLOps: Docker, Jenkins
Education
BSc. (Hons) Information Technology, University of Moratuwa (June 2021 – August 2025)
Grade : GPA 3.54 / 4.2 - Second Class Uppper Division
Volunteer Experience
- Web Team Coordinator, Tamil Literary Association (Dec 2024 – Present)
- Committee Member, IT Faculty Students’ Union (Jul 2023 – Sep 2024)
- Editor & Web Master, Education Incentive Association Batticaloa and Ampara (Jan 2020 – Jun 2021)
- Casual Staff, Batticaloa Election Commission Office (Mar 2020 – Aug 2020)
Achievements
- Huawei ICT Competition 2022 (Cloud Track) — National Rank 10th Place
- HackMoral 5.0 Inter Faculty Hackathon — Merit Award 5th Place (2023)
- SLRC 2019 Sri Lanka Robotics Competition — Final Round Participant
- NSSC 2018 Under 19 — Finalist · NSSC 2016 Under 17 — Finalist
Referees
- Dr. Supunmali Ahangama — Senior Lecturer, Faculty of Information Technology, University of Moratuwa
supunmali@uom.lk - Nilan L. — Co-Founder, Effectz.ai
nilaan@effectz.ai