04 / Projects

Selected work.

A small, focused collection of practical software work. The page is data-driven and intentionally simple to extend.

CONVIA

Intelligent Continuity Workspace

CONVIA is an intelligent personal workspace designed to connect conversations, projects, commitments, documents, research, travel plans, and knowledge in one place. Instead of letting important context become scattered across different tools, CONVIA helps users capture intent, preserve information, organize outcomes into missions, and return to their work with greater continuity.

Live demo GitHub

RESOMESH

Entity Resolution Console

An entity-resolution platform designed to identify likely matching business records across three datasets. It uses text normalisation, multi-pass candidate generation, and weighted similarity scoring to help users review potential matches, unmatched records, and structured results.

RESOMESH transforms scattered business records into reviewable matching results. It validates three uploaded CSV or TSV datasets, normalises business data, generates candidate pairs through multi-pass blocking, and presents matches and unmatched records for inspection.

Three-source CSV or TSV ingestion and schema validation
Business data normalisation and multi-pass candidate generation
Weighted match review with structured TSV export workflow

Business name: 62%; business address: 28%; country: 10%. Score = 0.62 × S_name + 0.28 × S_address + 0.10 × S_country. Candidate cutoff: at least 0.30. Likely-match threshold: at least 0.72.

Live demo GitHub

HOMIES WEAR

Homies Wear

Community-Driven Clothing Exchange Platform

Homies Wear is a community-driven clothing swap platform that helps people give wearable clothes a second life. Users can list clothing they no longer use, discover available pieces nearby, and connect with others to coordinate potential swaps. The experience centres on reuse, local discovery, and community-led clothing exchange as an alternative to always buying new.

Live demo GitHub