Projects & Work

Built and managed the complete AI side of ProfValmed, a CE-marked Class IIb medical device under EU MDR. The AI processes clinical questions in natural language, draws from national guidelines, drug databases, and medical journals, and factors in patient-specific data to generate referenced answers for physicians. Winner of the DMEA NOVA Award 2026. Raphael was responsible for the AI architecture, implementation, and technical strategy.

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Enterprise knowledge management platform built at ISTEC. Enables organizations to query across technical documents, maintenance records, and internal knowledge bases, with built-in hallucination detection, source traceability, and support for documents, images, tables, and audio. Built for regulated industries where accuracy and audit trails are required.

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Automated interview scheduling for graduate admissions programs: PhD, MD-PhD, master's, and fellowship programs. Collects availability from candidates and faculty, runs intelligent matching based on research interests, and generates conflict-free schedules with calendar invites. 40+ hours of coordinator work done in under an hour. 95% preference match rate, zero double-bookings, supports 500+ interviews per event.

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AI-powered research project management for academics. Helps PhD students, postdocs, and research labs track milestones, get AI-powered journal suggestions, manage deadlines, and stay on top of the administrative side of a research career. Available as individual and institutional licenses.

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Audio processing platform for musicians. Stem isolation, sample slicing, batch normalization, and format conversion.

Research tool that turns peer-reviewed oncology publications into an interactive platform. Researchers can explore cancer datasets through vector embeddings, 3D visualizations, and similarity search.

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