H2O Cloud AI Developer Services
H2O.ai / Coursera
About Me
Hi, I'm J.V. Ransika, a second-year undergraduate at the University of Moratuwa with hands-on experience designing end-to-end AI applications and cloud-based solutions for real-world business workflows.
I am currently deepening my expertise in low-level AI implementation, including machine learning algorithms, model development, LLMs, and LLM architecture, with the goal of building intelligent systems from foundational models through to complete, production-ready applications.
I am also interested in understanding the mathematics and statistics underlying AI models and algorithms.
Skills
PythonPyTorchLLMsRAGNLPOCRReinforcement LearningAWSDockerSQLSQLiteSeleniumLaravelNode.jsFlutterTensorFlow LiteONNX RuntimeESP32-CAMGit
Experience
Intern - Trainee AI Engineer
JYC - Jaya Consulting Inc | Feb 2026 - Present
Collaborated with business-domain experts to identify workflow challenges and deliver supportive AI-powered solutions. Designed and delivered three end-to-end internal applications, architected AWS serverless and Docker-based solutions using managed services, and researched AI orchestration frameworks to support business development.
Backend Developer
MoraSpirit | Web and Technology Pillar | 2024 - 2025
Maintained MoraSpirit's official website, contributed to backend and performance improvements for sports.moraspirit.com, and developed a scalable backend for the Fit and Furious web application. Recognized as Best Pillar Member for 2024-2025.
Education
B.Sc. (Hons) in Artificial Intelligence
University of Moratuwa | 2024 - Present
Activities and societies: MoraSpirit, IEEE.
GCE Advanced Level - Physical Science Stream
Rahula College, Matara | 2023
Achieved 3As with a z-score of 2.29.
My Projects
2024 - 2025
CardMaster - AI-Powered Omi Playing Robot
Led a five-member team building an autonomous Omi-playing robot with vision, RL, mobile, and embedded systems.
View Project2026 - Present
VerdeAI - AI Powered ISO Compliance Assistant
Developing a multimodal ESG auditing system to reduce manual compliance review effort by up to 80%.
View Project2023
Google Maps Scraper
Processed ~1.5M business listings in a one-week production run for a UK client.
Processed 1.5M+ business listings in a one-week production run.
View Project2024
Self-Learning Omi Card Game Agent
Built a self-play reinforcement learning agent that reached an ~85% win rate against a random-choice bot.
~85% win rate against random decision-making bot
View Project2025 - Present
Multi-Agent Storyworld Simulator
Built a resumable multi-agent narrative engine with per-character memory and SQLite checkpointing.
View ProjectCertifications
Mathematics for Machine Learning Specialization
Imperial College London / Coursera
Architecting Solutions on AWS
Amazon Web Services / Coursera
Google IT Automation with Python Specialization
Google / Coursera
C Programming with Linux Specialization
Dartmouth College & Institut Mines-Telecom / Coursera
Awards & Recognition
Best Pillar Member - Web and Technology Pillar
MoraSpirit
Received the Best Pillar Member Award for 2024-2025 in the Web and Technology Pillar at MoraSpirit, the official sports media platform of the University of Moratuwa.
Visual Showcase
Get In Touch
I'm always open to new opportunities, collaborations, or just a friendly chat. Based in Morawaka, Sri Lanka, and open to AI, automation, and software engineering opportunities.