Financial invoicing system
Reworked keyboard-only invoicing workflows into a web interface with searchable orders and discrepancies, guided by user interviews.
Crafting intuitive products
out of complex systems
AI Products
AI team operating system
Built an agent operating model used to ship my own products, with defined responsibilities, persistent context and independent checks before work is accepted.
ML experiment tracker
Used AI synthesis and Customer Success to connect ML workflows into a workspace vision when direct user access was restricted.
AI job-search copilot
Designed and shipped a job-search extension with AI-tailored CVs and visible filtering reasons, keeping application decisions with the user.
Smart candidate filters
Prototyped AI-assisted search with editable filters from job descriptions and group actions to help recruiters find relevant talent.
Enterprise
Enterprise hiring dashboard
Rebuilt the homepage around first-hire guidance and active hiring tasks, using research to align stakeholder priorities.
Enterprise analytics platform
Aligned report owners around shared filters, actions and layouts, giving enterprise users consistent controls across reports.
Fleet electrification planner
Used dealer research to align the team around customer simulations, replacing system-led navigation with a model built for electric-truck sales.
Dashboard
Factory production dashboard
Translated a physical production board into a digital interface through on-site observation, preserving its lines, stations and vehicle-linked issues.
Employee satisfaction report
Redesigned survey results around managers’ questions, pairing comparable charts with existing guidance to support team conversations.
IoT sensor monitoring
Prototyped an office monitoring workspace that connects sensor warnings to devices and sites, helping service teams investigate equipment issues.
Finance
Product cost platform
Designed editable cost tables with clear version context and consistent controls for finance engineers managing product costs and forecasts.
Carbon footprint tracker
Scoped a collection-first MVP from engineers’ Excel workflows, making the source of each CO₂ value visible in the working table.
