Computer Vision

A customer-facing RAG platform — vector search plus a large language model on GCP — that turns months of consumer survey responses into a conversational research assistant for brand managers, rebuilt from scratch off a legacy in-house platform.

A custom Sylius B2C store with a Google Maps fence planner and a dedicated B2B sales configurator that drove a 10% monthly sales increase within ten months.

A self-service brand management portal that gave enterprise clients direct control over their brand and market data, governed by a structured change-approval workflow.

A cloud analytics platform — infrastructure, backend, frontend, and a parallelization engine — that moved a global research company's statistical models off analysts' laptops and cut computation time by over 98%.

A modular AI inspection platform with 13+ object-detection models that replaced 100% of manual fiber installation QA, processing 230+ GB of field data in minutes instead of days.

Ongoing development and performance engineering of the central research data hub — the single source of truth for a global market research operation's metadata — including project FLOW, a systematic backend refactoring initiative.

A scalable Symfony mobile API and React Supervisor BackOffice that turned an early-stage app into an acquisition-ready platform — acquired by Leclerc.

A serverless multi-market keg return platform and a unified Azure/AWS data pipeline that processed millions of returned kegs and drove a 65% analyst efficiency gain.

Replacing a plugin-heavy WordPress setup with a bespoke Symfony e-learning platform — scaling to 16 paid courses with dynamic product bundling.

A board-based physician survey platform that replaces slow sequential forms with interactive boards and real-time answer-elimination.

Replacing a slow, unscalable monolith with a modern microservices platform — and reducing report generation time by 80%.