Need a business system, website, or automation?
Start a ProjectDecisions, production breaks, and what changed—no screenshot theater.Not a portfolio of pretty screenshots. The decisions behind each system, what broke in production, and what changed as a result.
An AI-assisted approval system that does more than recommend decisions—it shows its reasoning, flags uncertainty, and knows when to hand control back to a human.
A secure internal AI knowledge engine that helps teams search policies, documents, workflows, and business data without exposing sensitive information.
Designing an AI layer that turns scattered system activity into summaries, risk signals, priorities, and daily operational decisions.
AI workflows that read, sort, summarise, and move business work forward.
How I owned a 4M+ line production CRM/ERP platform supporting sales, leasing, listings, deals, compliance, HR, finance, call center operations, dashboards, automations, integrations, and day-to-day business workflows.
Stabilised a core business platform during regional cloud instability , moved critical infrastructure to Frankfurt, migrated large asset storage with AWS DataSync, and brought response times on key operations down from minutes to milliseconds
How a live CRM and ERP was modernised one module at a time without stopping the business, breaking workflows, or forcing teams to relearn the system.
Designing a scoring system to prioritise leads based on real behavioural and operational signals.
Turning raw CRM/ERP contact data into reusable campaign audiences — without exports, ad-hoc filtering, or chasing technical support.
I worked on the core CRM/ERP listing workflow that prepares, validates, and publishes property data across company websites, PWA experiences, and enterprise real estate portal APIs while giving internal teams clearer operational visibility.
Improving performance and reliability of a high-usage CRM handling large datasets and daily operations.
A practical look at improving a live internal platform by making it faster, clearer, and easier for the people who use it every day.
Delivering a mobile app experience without App Store or Play Store dependencies.
Full Stack Engineer / AI Systems Designer
The AI Said Approve. We Made It Explain Why.
If any of these case studies sound like your situation, send a short brief: what exists today, what's broken, and what good would look like.
