Engineering products where user needs and working systems meet.

I build software across UX, frontend and full-stack delivery, cloud-connected workflows, automation, and applied AI—keeping the product decision connected to the system that ships.

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Product judgment / engineering ownership

15+

websites and responsive applications deliveredIndependent software development and UX work

10+

internal tools and systems builtConfirmed portfolio-wide product and operational scope

Enterprise
Startup
UniversityProduct-engineering breadth

01 / Engineering range

One practice, four connected layers.

Software engineering

Implementation, architecture, integration, validation, and maintained systems.

UX engineering

Research, information structure, accessible frontend behavior, and responsive decisions.

Applied AI

Retrieval, context, model interaction, interface design, and clear fallback boundaries.

Product systems

Workflows, automation, operations, documentation, and the details that make a product usable.

02 / How I work

Build enough structure for the work to stay useful.

Engineering practiceA concise product-engineering sequence

Understandthe problem
Structurethe system
Connectdesign and implementation
Validatewhat ships
Maintainwhat works

03 / Applied AI

AI is one layer in a product system.

I use applied AI where knowledge, context, interface behavior, and human boundaries can be designed together—not as a replacement for product or engineering judgment.

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Applied AI system boundaryKnowledge moves through a bounded product flow

Knowledge
Retrieval / context
Model
Interface
Fallback / human

04 / Teaching and leadership

Supporting people is part of supporting systems.

50+

students supported and mentored through teaching, student leadership, workshops, and academic support.

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05 / Start a conversation

Have a product or engineering challenge worth discussing?

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