Services
Clear scope, pragmatic tools, and delivery you can maintain — from data pipelines and warehouses to context-engineered AI dev workflows.
Idea, no upfront budget?
If you have a strong idea but no money for a traditional build, we can still talk: I can help deliver the technical solution on a profit-sharing (or revenue-share) basis when the fit is right — clear scope, shared risk, and terms we both sign up to. Every case is different; reach out with what you are building and we can explore whether it makes sense.
Data engineering
Design and implement scalable data integration: ingestion, transformation, orchestration, and operational monitoring. Emphasis on reliable patterns, testing, and documentation so your team can own the solution.
Data warehousing
Warehouse and mart design: dimensional modelling, slowly changing dimensions, data quality checks, and performance tuning for heavy read workloads.
Context engineering & AI-accelerated dev
Two years shaping context (prompts, repos, rules, reviews) and vibe-coding workflows so your team ships faster with Cursor as the development environment — without accumulating unmaintainable glue code. Coaching, pair sessions, or short embedded stints.
Hands-On Development & Consulting
Embedded technical support, implementation, and platform build-out — from shaping the approach to writing the code and shipping the solution. Engagements can include assessments, pair delivery with your team, or interim hands-on capacity alongside your roadmap.
Arduino, sensors & ESP32 prototyping
Another practical offering: prototyping with Arduino sensors and ESP32 for proof-of-concept devices, data collection, automation ideas, and connected hardware experiments. From selecting components and wiring up a first build to iterating on firmware and testing, I can help turn an idea into a working prototype.
3D printing services
A separate offering: 3D printing for functional prototypes, custom mechanical parts, jigs and fixtures, and hobby or engineering projects. If you have a CAD file — or an idea we can translate into a printable design — we can iterate quickly.