bio

• leading product vision and technical architecture for next-gen AI systems integrating into business workflows across semiconductors, industrial engineering, education, and telecommunications
• driving R&D in autonomous AI agents, knowledge graph reasoning, and multimodal interfaces, enabling businesses to move from static analytics to adaptive decision intelligence
• collaborating with partners in semiconductor, industrial engineering, education, and telecommunications sectors to build domain-specific AI layers that augment human expertise
• overseeing end-to-end product lifecycle from problem discovery and design prototyping to AI infrastructure and deployment

• scaled product organization from 0 → 5, driving overall growth from 7 → 40 employees across 3 continents
• led design and launch of AI-driven investment intelligence platforms (web & mobile), generating $4M+ in enterprise contracts
• architected solutions integrating knowledge graphs, ML pipelines, and human-centered design for M&A and innovation mapping
• partnered with C-level executives to align product vision with long-term business strategy and market trends
• delivered custom decision-support tools for global consulting firms and PE funds

• applied machine learning and NLP to build models linking innovation trends with global investment opportunities
• developed early prototypes of semantic graph-based reasoning tools to map emerging technologies and companies
• collaborated with leadership on data architecture and early-stage product ideation

msc in data science

master of engineering in industrial management and data science