intelligent systems that correspond to
Analytics Architecture • Designing scalable data ecosystems with PostgreSQL, S3, and serverless compute
Engineering • forecasting, NLP, recommendation systems, integration
Strategic Consulting • R&D tax credits , product strategy, sustainability scoring frameworks
Knowledge Transfer • science instructor, author
CYGNET intelligence platform ingesting data with dashboards and multi-country forecasting models


