Production GenAI, automation, open-source tools and client projects.
The professional systems were developed collaboratively. Each case study distinguishes the team's work from my individual contributions.
Professional · Team project · Enterprise GenAI / RAG
Assistants for finding information across internal documents and technical references.
My role: Co-developed ingestion, search integrations and assistant behavior.
Professional · Team project · LLM extraction / Automation
Turn emails and attachments into structured information.
My role: Implemented structured extraction, validation and downstream integrations.
Professional · Team project · Conversational AI / Agents
Cognigy voice and chat flows for employee support.
My role: Develop Cognigy flows and retrieval; implemented post-call emails.
Personal · Open source · Local ML / Audio processing
Generate and translate subtitles locally for a media library.
My role: Designed and built the subtitle-processing pipeline.
Personal · Open source · Infrastructure / Operations
A self-hosted platform for personal services, monitoring and local AI.
My role: Designed and maintain the platform and its upstream integrations.
Both projects are still in development. Features and publication depend on client decisions; they are not presented as completed launches.
Client website with an appointment-management component. Development ongoing; publication and completion subject to the client.
Multilingual dental-clinic website with services, clinic information and appointment contact. Development ongoing.