CEO/AI Architect
(Mar 2015 - Nov 2019)
Artificial Intelligence, Video, Audio, and Text Analytics, Data Science, and Data Expertise
SOLUTION ARCHITECTURE:
DATA ENGINEERING:
AWS-based Logical data lake blending SQL & streaming social data as alternative data for hedge funds
Designed 1st Cisco-approved Design for Cloudera Hadoop cluster at customer Mathematica Policy Research
Resolved major data programming issue in primary company iPad applicationArchitected Deep-learning platform analyzing video/audio/text with a consolidated domain ontology
Connected external video/audio analytics and Google speech-to-text as part of the solution
DATA SCIENCE:
Conducted social media sentiment/volume score of Snickers brand Twitter posts on Super Bowl ads and product recall
Trained IBM Watson instance using word2Vec (2-layer neural net question classifier)-derived relationships among Yahoo Finance 50k Questions and Answers to power a semantic Finance industry Q+A chatbot
TEAM DEVELOPMENT:
Managed a team of 6 developers for the Mathematica project
Managed and lead a team of 4 data scientists/developers for the Semantic Response Fintech project
Managed a team of 4 DevOps and data science resources for Alternative data Fintech startup