AI/ML · Full-stack · Computing education
I’m Kalana, a Computer Science graduate turning AI research, product thinking, and modern web engineering into practical tools people can actually use.
01 / Approach
“The best technical work doesn’t just run. It gives people a clearer way to think, decide, and create.”
Engineering discipline, educator-level clarity, and product-minded delivery.
02 / Selected work
Seven selected builds spanning agentic commerce, educational technology, generative AI, local-language speech, digital publishing, and product analytics.
A browser-based sandbox that lets learners build, wire, and simulate digital logic circuits in real time — with truth tables, undo history, sharing, and accessibility built into the core experience.
A conversational shopping assistant that understands gift requests, recommends products, remembers preferences, and guides customers through cart, checkout, and payment flows.
A lightweight RAG pipeline that chunks 500 movie plots, stores embeddings in ChromaDB, and uses Gemini to answer grounded questions from a CLI.
A terminal-based job-search co-pilot that scores role fit, monitors public job boards, and generates ATS-optimised PDF résumés tailored to each opportunity.
A calm, offline-capable digital library presenting 17 Sinhala Dhamma books through a five-phase reading path with search, filters, and long-read accessibility controls.
A streamlined interface for transcribing uploaded audio with a fine-tuned Whisper model hosted on Hugging Face.
An end-to-end pipeline that collects SLT Selfcare reviews, identifies and categorises bugs with transformer embeddings, and delivers Streamlit analytics, exports, and email digests.
Explore work across web applications, automation, APIs, educational software, and applied machine learning.
View all repositories ↗03 / Capabilities
I work across the stack, connecting intelligent systems with interfaces that remain clear, reliable, and human.
Model development, computer vision, NLP, RAG systems, evaluation, and practical inference workflows.
Responsive web experiences, APIs, dashboards, data flows, and maintainable product architecture.
Student-friendly learning resources and technical tools aligned with Pearson Edexcel computing curricula.
04 / Experience
My path connects applied AI, software delivery, research, and teaching — a mix that keeps the work rigorous and understandable.
Delivering Pearson Edexcel iLowerSecondary and iGCSE ICT / Computer Science through practical, student-centred learning.
Worked on computer vision, NLP, location intelligence, dashboards, and data-driven operational tools.
Built a strong foundation in software engineering, data science, machine learning, and research practice.
05 / Contact
I’m interested in AI/ML, full-stack, educational technology, and collaborative open-source opportunities.