Projects
Building useful things with technology and AI
Section titled “Building useful things with technology and AI”A collection of projects where I explore problems, design solutions and build working prototypes across AI, agentic systems, product, UX and software engineering.
I approach projects from both sides of the problem:
What is worth solving?
and
How can we build it?
Featured projects - AI & Agentic Systems
Section titled “Featured projects - AI & Agentic Systems”AI AGENTS · PRODUCT · AUTOMATION
AI Agent Job Scout
An agentic workflow that discovers opportunities, analyses job requirements, matches them against a candidate profile and helps prepare targeted applications.
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RAG for Sherlock Holmes
Sherlock Holmes RAG Agent
Coming soon
Exploring RAG technologies with Sherlock Holmes books
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Product & UX
Section titled “Product & UX”Projects exploring the intersection of technology, user experience, product thinking and AI.
UX · HUMAN-AI · PRODUCT
Human-AI Workflow
Coming soon
Exploring interaction patterns for keeping humans informed and in control when AI systems make recommendations or take action.
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AI · ANALYTICS · UX
AI Analytics Dashboard
Coming soon
Exploring how AI-generated insights, workflow metrics and system performance can be presented through an understandable product experience.
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Experiments
Section titled “Experiments”Smaller technical explorations used to learn, test ideas and understand emerging AI technologies.
Exploring retrieval-augmented generation and knowledge-grounded responses.
Testing how specialized agents can collaborate on a shared task.
Exploring how agents interact with APIs, data and external tools.
Exploring approaches to context, state and persistent information.
How I build
Section titled “How I build”My projects generally follow the same principle:
Find a meaningful problem or opportunity.
Explore users, business needs and constraints.
Shape the product, workflow and experience.
Turn the concept into a working system.
Measure whether the solution actually works.
Reflect, iterate and improve.