Projects — Gishan Chamith Bandara

10 — Selected Projects

Selected work, and what it took

A selection of highlights, not the complete list — educational platforms, national-scale research analytics, real-time computer vision at the edge, and production systems delivered for real clients. Open any one of them for the full story: the problem, the decisions, and what actually shipped.

Web & Mobile·Jan 2026 — Present

Soyuru Sathkaraya

Turning a YouTube channel into a syllabus you can actually navigate

A platform that restructures an educational YouTube channel into a syllabus-aligned hierarchy, cutting the time G.C.E. O/L students spend hunting for a lesson. Phase two extends the same content model to Android and iOS with Flutter.

FlutterDartSupabasePostgreSQL+3

Case study

Data Science·Jul 2026 — Present

ResearchLanka AI

One deduplicated view of Sri Lankan academic output

A national-scale research analytics platform aggregating Sri Lankan academic publications from OpenAlex, Crossref, SLJOL, and university repositories into a single deduplicated dataset, with an analytics dashboard on top.

PythonFastAPIPostgreSQLReact+7

Case study

Web Application·2025

Morabash

A production web app, live and in use

A full-stack web application built and deployed end to end, covering interface design, server-side logic, and a relational data model.

Next.jsTailwind CSSNode.jsPostgreSQL

Case study

Research·Jan — May 2026

Bird Diversity

1.5M citizen-science observations, joined to the environment that produced them

A spatiotemporal data integration pipeline linking 1.5M+ citizen-science bird observations with satellite-derived environmental features, supporting a peer-reviewed study of how environment and urbanization shape bird diversity.

PythonpandasGeospatial ProcessingRemote Sensing+2

Case study

Software Engineering Project·Jan — May 2026

Traffic Ecosystem

Vehicle crossing to live dashboard in under 500 ms

A real-time, camera-based traffic monitoring platform replacing manual police radio coordination. I built the edge detection component: YOLOv8n with ByteTrack on Raspberry Pi 5, publishing events to Kafka.

PythonYOLOv8nByteTrackRaspberry Pi 5+5

Case study

Web Application·May — Jun 2026

Siyowin LMS

A custom LMS for a real client, delivered by a team of six

A custom Learning Management System and public website for an education institute, covering resource sharing and mark distribution for registered students. I led the team of six and owned technical direction.

Next.jsNode.jsTypeScriptPostgreSQL+2

Case study

Web Application·Feb — Mar 2026

Mechanic.lk

Drivers, mechanics, garages, and emergency help on one map

A mobile-first platform connecting drivers with mechanics, garages, parking, and emergency services across Sri Lanka, with distinct role-based flows for each type of user. Built during the Devthon hackathon.

Next.jsReactTypeScriptMongoDB+2

Case study

Machine Learning·Feb — May 2026

Spam Detection

Four classifiers, one held-out test set, an honest comparison

A classical machine learning spam classifier on the UCI Spambase dataset, benchmarking Naive Bayes, SVM, Random Forest, and a voting ensemble against a held-out test set.

Pythonscikit-learnpandasNumPy+1

Case study

Web Application·2025

MSU Events

Club events, approval pipelines, and the analytics behind them

An event management platform for University of Moratuwa clubs, with role-based workflows for Students, Club Presidents, and Admins, including approval pipelines and analytics dashboards.

Next.jsReactTypeScriptSupabase+1

Case study

Web Application·Jun — Nov 2025

MedSync

Five roles, one clinic, from booking to insurance claim

A full-featured clinic management system with role-based access across five user roles, covering appointment booking, patient registry, treatment catalogue, invoicing with insurance coverage, and claims management.

Full-Stack DevelopmentRelational Database DesignRole-Based Access Control

Case study