Python Developer & Backend Engineer
I design and build REST APIs, CRUD services, and database-driven backend systems — with the analytical discipline I built investigating fraud risk at Amazon.

About
From fraud investigation to
backend engineering.
I started my career reading transaction patterns for a living. Now I write the systems that generate, store and serve that kind of data — with the same discipline for correctness I picked up investigating risk at scale.
Investigation-grade attention to detail
Nine months identifying and minimising fraud risk at Amazon, sustaining a 0.0004% defect rate across 15 fraud pattern categories.
Backend-first mindset
Comfortable owning a feature end-to-end: schema design, endpoint logic, validation, error handling and documentation.
Data-literate by habit
Uses Pandas, Power BI and Tableau to sanity-check backend data before it ever reaches a dashboard.
Experience
Where the discipline comes from.
A short, dense record — analytical rigor at Amazon, now channelled into backend development.
Currently Building & Open to Roles
Independent — Backend & Data Projects
- Building and shipping backend-focused projects with FastAPI, PostgreSQL and MySQL.
- Sharpening SQL, API design and data-handling skills for Python / Backend Developer roles.
- Actively interviewing — open to full-time and contract backend opportunities.
Investigation Specialist
Amazon
- Identified and minimised risk across 15 different fraud patterns and trends.
- Held Amazon's financial, legal and reputational risk exposure to a 0.0004% defect rate.
- Recognised with a Weekly Golden Globe Award for consistent investigative accuracy.
- Handled high-volume customer query resolution alongside core investigation work.
Technical Skills
What I build with.
Core toolset for backend development, database design and lightweight data reporting — the stack behind every project below.
Languages & Backend
Databases, Tools & Data
Projects
Selected work, tab by tab.
Two production-style builds from real experience, a bachelor thesis, and a set of personal projects used to keep the backend skills sharp between roles.
Contact
Let's build something reliable.
Open to Python Developer and Backend Developer roles. Reach out directly, or send a note through the form.