Product-focused web applications
Polished product interfaces, dashboards, workflows, and web platforms designed for clarity and repeated use.
- Next.js interfaces
- Design systems
- Typed workflows
Software Engineer - Product Systems - Data & AI
I design and build intelligent software products with clean interfaces and scalable systems.
I help turn ideas into reliable digital products - from product strategy and UI engineering to backend systems, automation, data, and deployment.
Command CenterLive product system
System health
98.7%Deploy
EdgeData flow
AI readyapi/product.status
{ signal: 'stable', velocity: 'high' }UIAPIAICloud
Full-stack engineeringBackend/API systemsData & AI automationCloud deploymentProduct thinking
Expertise
Focused capabilities for building useful product systems.
Backend/API systems
Reliable services, server actions, integrations, and data models that keep products predictable as they scale.
- APIs
- Auth flows
- PostgreSQL
Data, AI & automation
Useful intelligent tools, ML experiments, automation pipelines, and data workflows for real decisions.
- ML/NLP
- Automation
- Pipelines
Cloud, DevOps & deployment
Deployable systems with edge-ready infrastructure, CI/CD thinking, and practical operational discipline.
- Cloudflare
- Docker
- CI/CD
Technical leadership & delivery
Product-minded engineering judgment across discovery, architecture, execution, and continuous improvement.
- Scoping
- Architecture
- Delivery
Selected work
Case-study style projects from the product lab.
Resultus
Problem: Application flows often hide failures until they become messy runtime paths.
Solution: A typed result-handling utility that makes success and error states explicit across product code.
Cleaner control flow for TypeScript teams.
Portfolio & technical publishing system
Problem: A personal brand needs more than static pages; it needs a product-like publishing system.
Solution: A Next.js portfolio with Supabase content, rich text editing, Cloudflare Pages, and editorial blog routes.
Personal operating system for work, writing, and projects.
Product engineering systems
Problem: Internal tools can become slow, inconsistent, and hard to evolve.
Solution: Reusable foundations for dashboards, workflows, integrations, and data-backed product interfaces.
Faster delivery with a cleaner engineering base.
Fraud Detection ML project
Problem: Risk signals are difficult to interpret when they are scattered across raw transactional data.
Solution: A practical data workflow that frames prediction, review, and explainability as one product system.
Sharper fraud review patterns.
Edumatch school discovery platform
Problem: Families need better ways to compare schools and understand fit beyond a simple list.
Solution: A discovery experience for matching education needs, search behavior, and structured school information.
More useful school discovery decisions.
Let's build
Have a product, workflow, or system worth making sharper?
Let's turn it into something clean, reliable, and useful.
