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The work, in detail.

From healthcare and B2B platforms to live data and AI workflows. Each entry explains what the system does, how it works, and what it enables for the people using it. Client names are omitted where confidentiality applies.

17 projects shown
featured

Project list

document & data intelligence

Medical report digitization and analysis

A pipeline built to digitize, de-identify, and enrich medical reports. It is designed for a 600,000-document archive and an annual throughput of 200,000 reports. Interactive dashboards and a natural-language AI assistant complete the workflow.

workflow
DigitizationDe-identificationTags + KPIsAI classificationDashboard + AI Assistant

Data extraction, validation, and AI analysis run in one workflow, with reports that need attention routed to staff for review.

document & data intelligence

Video-first recruiting, not CV-first

Candidates record a short video instead of submitting a CV. An AI pipeline extracts the desired role, skills, and search area, which the matching system uses to suggest nearby openings and profiles. One engineer covers product design, frontend, backend, and DevOps.

Candidate videoAI extractionLocation matching

Azure AI processing configured in European regions, with payments and subscriptions built into the platform.

agent pipelines · co-founded company

Footprint: company reports built through AI workflows

A platform for configuring multi-agent workflows through a visual interface. Each agent has a dedicated model and MCP tools. Independent tasks run in parallel, then their outputs are assembled, critically reviewed, and translated when needed.

Parallel tasksAssembly and reviewFinal report

Workflows can be configured through the interface or the API without changing application code.

real-time & scale

Live sports data for a publishing group

The system ingests an external FTP feed, retains the source files, and parses them on a schedule into a normalized database. An API exposes the latest data to a library of customizable widgets embedded across the group’s publications.

FTP feedsScheduled parsingWidgets in the portals

One backend serves multiple publications, while each portal presents the same data in its own visual language.

case studies
Four systems, explored in depth.

The workflow, architecture decisions, and operational trade-offs behind each system.

Open the case studies

archive · additional work

agent pipelines · co-founded company
Tradepick.ai: AI lead generation
AI workflows identify target companies, assess fit, and prepare focused campaigns for the selected accounts.
document & data intelligence
AI assistant for nutritional planning
It interprets patients’ everyday language and turns it into a structured food-diary draft.
decision systems
Digital triage for emergency departments
Patients enter their triage information directly. The system suggests, rather than assigns, a priority code and shows who is waiting in real time.
document & data intelligence
GPT-based news platform
Aggregates, translates, and rewrites international news. Deployed during the GPT-3 era, before ChatGPT launched.
decision systems
Fleet analytics for an IoT platform
Millions of vehicle telemetry records brought together in dashboards for fuel use, routes, and maintenance planning.
platforms & full-stack
B2B assignment platform for lawyers
One lawyer posts an assignment and a colleague in the relevant city accepts it, with matching, notifications, and payments handled in one platform.
platforms & full-stack
HR management system
Clock-ins, leave requests, and overtime managed across the full employee lifecycle in one system.
decision systems
Drug contraindication analysis
The system cross-checks active ingredients against patient information during prescribing and flags potential contraindications.
platforms & full-stack
Gamified charity app
Mini-games and a virtual economy linked to automated donations.
decision systems
Business intelligence for a multinational food company
Territory analytics and sales dashboards bring local demand signals and product performance into one view.
document & data intelligence
Intelligent digital archive
Thousands of photos and videos described and tagged with AI, then made searchable through natural-language queries.
agent pipelines
AI workflow for sales research
Before each call, the workflow gathers the prospect’s website, public information, and market signals into a structured briefing.
document & data intelligence · collaboration
AI products for healthcare
Several months working with a European startup on AI pipelines for healthcare. Further details are covered by an NDA.
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