[ THINGS_I_BUILT ]
THE_WORK
The pattern isn't the titles. It's the compression.
[ PROJECTS ]
Co-founder · Security, Infrastructure, Product Strategy · 2026 – present
Food waste SaaS for restaurant operators. Three names, two pivots, twelve customer interviews before serious product code. Live, security-hardened, inbound interest.
Creator, Engineer · 2026 – present
Cherry blossom crowdsourcing PWA. Anonymous users drop geolocated pins to track blooming status globally. Community verification, automatic decay logic, zero-authentication by design.
Creator, Engineer, Learner · 2026 – present
Personal publishing platform built from scratch to share field notes, projects, and things I can't stop thinking about. Designed and shipped in a week with Claude Code, then hardened over time with everything I've learned from production incident response and infrastructure work. Open to critique — reach out if something breaks or could be better.
Ricoh AI Proof-of-Concepts
AI/ML Automation Engineer · 2024 – present
5+ Agentic AI proof-of-concepts and workflows shipped in six months. ITSM, CSM, and FSM domains. 20+ discrete project milestones along with recognition from senior leadership. Leading and Engineering critical AI demos for stakeholders, closely collaborating with them to address their requirements and expectations.
[ EXPERIENCE ]
AI/ML Automation Engineer
· Ricoh Europe2025 – present
- –Delivered over five AI proof-of-concepts across ITSM, CSM, and FSM in the first six months.
- –Working on ML project development, including data processing, model design, and development.
- –Training peers and established workflow standards for a newly formed team.
- –Performing Gap Analysis, leading ServiceNow Agentic AI demos, closely collaborating with stakeholders, addressing their requirements and expectations.
- –Earned senior leadership recognition before end of probation.
Technical IT Support
· Ricoh Europe2021 – 2025
- –P1/P2 incident response and threat mitigation.
- –Hands-on with Trend Micro EDR and SentinelOne.
- –Completed MSc Data Science simultaneously.
Customer Service Specialist
· Sitel Polska2019 – 2020
- –Worked on high stress Call Centre for LYFT users.
- –Learnt to de-escalate and empathise with frustrated customers.
- –Learnt Crisis Handling and Time Management skills.
[ CURRENT_STACK ]
I pick up tools for the job and drop them when there's a better one. These are what I'm currently reaching for.