AI & DataProject
Finland Tourism Dashboard
Interactive Tableau dashboard exploring Finnish tourism and accommodation trends across all regions from 1995 to 2019, built as a university capstone and graded 5/5.
Everything in one place — case studies, experiments, builds, and community work. Unfiltered.
AI & DataExperiment
CaseForge
A multi-agent pipeline that generates structured test suites for AI agents, with human review checkpoints built into the workflow.
AI & DataExperiment
Neighbourhood Housing Tracker
An n8n workflow that scrapes housing listings, syncs new and sold records into Airtable, and sends recurring summary and error alerts.
AI & DataExperiment
Housing Listings Scraper to Google Sheets
A lightweight Playwright-based workflow that turns housing listings into structured data for analysis.
AI & DataExperiment
Automated Stock Monitor & Daily Digest
A lightweight n8n workflow that replaces manual portfolio checking with threshold-based alerts and a daily email summary.
UXCase study
DearPaw – From Concept to Trusted Pet Care AI
Product discovery, UX research, and 0-to-1 experience design for an AI-powered pet care app, from research and personas through prototyping and MVP.
UXProject
Tissot T-Touch Connect : Localisation, Fitness & Wearable Design
UX design and localization strategy for Tissot's first connected smartwatch, shipped across APAC markets under strict hardware and CJK typography constraints.
UXProject
EVOYA – Experience Evolving Journey
UX research, DesignOps, and end-to-end experience redesign for a neonatal screening LIMS used across 20+ countries, processing ~7M specimens annually.
UXProject
Smart Symptom Check: Strategic UX in Regulated Healthcare
Product strategy and UX consultancy for an MDR-certified symptom assessment platform, delivering a core workflow upgrade in under two months with zero negative post-release feedback.
UXProject
Exploratory Search Caption – Empowering User Through Adaptive Keyword
A dynamic support tool that reduces user uncertainty and enhances exploratory search efficiency in academic literature discovery
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