GENERATIVE AI + AGENT SYSTEMS + MULTIMODALITY
Building multimodal agent systems that transform complex documents into professional presentations, combining vision models and LLMs to automate creative workflows.
RAG + AGENTS + AI WORKFLOWS + STRATEGIC CONSULTING
Led development of enterprise AI systems including an information agent for PT.DESY and consortium research with Siemens' and Volkswagen's innovation hub, delivering solutions that improved model accuracy from 7% to 62% and mulitplied business volume in my field of responsibility.
NLP PIPELINE + NEWS ANALYSIS + SIAMESE LSTMs
Founded and scaled an AI-powered news platform, leading a development team of up to 5 people to build information extraction systems that achieved 96% accuracy (8 percentage points above industry standard).