About Me
Computer Science Engineering Undergraduate
Computer science engineering undergraduate with strong skills in public speaking, communication, and leadership. Passionate about innovation, I thrive in collaborative environments and apply my technical and organizational experience to solve real-world problems with creativity and impact.
Contact
Experience & Education
Work Experience
Research Assistant
Japan International Cooperation Agency (JICA)
Worked on the REACH–SS project for inclusive education in collaboration with the Ministry of Education of Sri Lanka.
- Contributed to the REACH–SS project focused on inclusive education
- Collaborated with the Ministry of Education of Sri Lanka
- Assisted in research data collection and analysis
Instructor — Combined Mathematics and Physics
Private Tutoring
Provided supplementary support for A/L Combined Mathematics and Physics mass class students by clarifying doubts, marking papers, and offering personalized assistance.
- Clarified doubts for A/L Combined Mathematics and Physics students
- Marked and evaluated student papers
- Provided personalized assistance to students
Education
BSc. in Computer Science and Engineering
University of Moratuwa, Faculty of Engineering
Expected Graduation: 2028
GCE A/L - Physical Science
Royal College
Featured Projects
A selection of projects that showcase my skills in AI, machine learning, and software development
LLM Council - Multi-Expert AI System
Built a "Council" of specialized LLMs (Qwen2-Math, DeepSeek-Coder, Llava) that runs entirely offline on an 8GB RAM laptop. Features a custom weighted-keyword router (96% accuracy), RAG with 2,600+ textbook pages, and real-time DuckDuckGo web search. Accessible via a Gradio web interface.
Financial Sentiment Transformers
Complete NLP pipeline benchmarking BERT, RoBERTa, DistilBERT, and FinBERT on financial sentiment classification. FinBERT achieved 87.2% accuracy, outperforming general-purpose models by 3-6%. Extended to news-driven trading signals with proof-of-concept backtesting. Includes live Streamlit dashboard on Hugging Face Spaces.
Deep RL Portfolio Manager
Built a sophisticated trading agent using Deep Reinforcement Learning that learns optimal portfolio allocation strategies. The agent manages a diversified portfolio of 10 assets using PPO algorithm, technical indicators, and market stress features. After 10 systematic experiments, achieved a Sharpe ratio of 1.617 and deployed to Alpaca paper trading.
Other Projects
Pintos Operating System — Complete Implementation
Complete implementation of Stanford Pintos OS with interactive shell, user programs, and system call infrastructure.
Sri Lanka Fintech Summit 2026 — Website & Mobile App
Working on backend development for the website and mobile application in collaboration with 5 team members and TEXCA (PVT) LTD.
Elderly
A web platform connecting elders and their families with verified/qualified caregivers.
My Skills & Technologies
Technologies and tools I use to bring ideas to life
Programming Languages
Frameworks & Libraries
Tools & Technologies
Accomplishments & Certifications
Achievements that showcase my expertise and commitment to continuous learning
Awards & Achievements
Winner — Startup Spark 2.0
IESL Student Chapter UOM
First place winner at Startup Spark 2.0 organized by IESL Student Chapter at University of Moratuwa
Finalist — SLT Mobitel CodeBlast Hackathon
SLT Mobitel
Top 14 teams from 100+ teams across Sri Lanka
Bronze Medalist — Weightlifting
Sri Lanka University Games
Bronze medal in Weightlifting at Sri Lanka University Games 2025
Certifications & Courses
CIMA FLP Pathway
CIMA
2025-10
Expected completion: November 2026
Training Course on Python Fundamentals
UCSC
2023-03
Completed training course from March 2023 to January 2024
Global Youth Leadership Program
UNSDGs HR Development Organization (Japan-Sri Lanka)
2023-08
Participated in the Global Youth Leadership Program
IELTS
British Council
2023-05
Band Score: 7.5
Japanese Language Proficiency Test (N3)
JLPT
2017-07
Perfect Score: 180/180
Volunteering & Community
My contributions to community development and leadership
Toastmasters International
VP Public Relations at Siyane Toastmasters Club (2025/2026), PR Manager at Area F1, Division F, District 82 (2024/2025)
Siyane Speaks Podcast
Host of Siyane Speaks podcast by Siyane Toastmasters Club
MoraSpirit
Most Outstanding Pillar Member of the Year (2023/24) - Editorial and Compering Pillar
Let's Work Together
Have a project in mind or want to collaborate? I'd love to hear from you!
Let's Connect
I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.