Projects / Current Work / Archive
Product systems, AI workflows, and launch-stage software.
This page is moving away from simple cards and closer to how the work actually gets shown: current builds, private AI systems, product delivery, and case studies that can expand into live previews.
Some projects can be linked directly. Some are private builds where the useful part is the system design: document processing, grounded generation, workflow state, and product judgment.
Current build / H2H Technologies
01YouNegotiate Consumer
A consumer-facing debt resolution experience built to feel calm, direct, and trustworthy from the first screen.
This side of the product is all about clarity under pressure: fewer confusing moments, less collector-style friction, and a cleaner path forward for users.
It is one of the first projects on this page that should eventually get a live embedded walkthrough once launch timing is right.
- Laravel
- Livewire
- Tailwind
- Trust-first UX
Preview Slot
Live consumer preview
This panel is ready for an iframe once the public-facing walkthrough is the right thing to show.
AI systems / Python + FastAPI
02AI Learning Workflow Platform
A document-to-learning platform for medical education that turns raw source material into flashcards, reference questions, and contextual AI answers.
I built the workflow around document extraction, OCR, semantic chunking, embeddings, vector search, and cluster-based topic matching so uploaded material could become usable study context.
The product also supports guided Q&A, reference question generation, streaming responses, diagnostics, and cost-aware model usage instead of treating AI like a black box.
- Python
- FastAPI
- pgvector
- Embeddings
- Structured AI workflows
Preview Slot
Document intelligence workflow
Uploads move through extraction, chunking, embeddings, clustering, and structured generation so the AI output stays grounded in real source material.
Current system / H2H Technologies
03YouNegotiate Creditor
The internal side of YouNegotiate where workflow clarity, negotiation states, and reliable day-to-day operations matter more than surface shine.
This is more dashboard-heavy work: queues, visibility, operational confidence, and interfaces that need to stay understandable while the logic gets denser.
It is a strong candidate for an embedded preview later, especially once the right screens are safe to share directly.
- Laravel
- Livewire
- Admin UX
- Workflow design
Preview Slot
Dashboard preview
Built to hold an iframe, a code snippet, or a compact flow walkthrough once the final admin views are ready.
Past work / Artisans Cloud
04Product Experience Management
A larger content and operations platform focused on structured catalogs, journeys, and scalable management interfaces for enterprise teams.
This work leaned more into information architecture, content systems, and interface structure that could hold complexity without turning into noise.
Depending on what is safe to show later, this entry can hold either screenshots, an embed-safe view, or a short architecture-driven walkthrough.
- Enterprise UI
- Content systems
- Scalable structure
Preview Slot
Platform snapshot
Ready for static screenshots, embedded views, or a code-focused explanation once the final assets are selected.
Live Embeds
Each preview shell can be replaced with a live embedded product once you send the URLs.
Private Builds
Private AI systems can be presented through workflow snapshots, architecture notes, and product outcomes without naming raw repos.
AI Context
Retrieval, generation, workflow state, and diagnostics can sit beside the product story instead of being hidden behind vague AI language.