Scientist
MaxPoint
مجموع سنوات الخبرة :9 years, 3 أشهر
Created a system to assign 100MM+ users to 140MM house-level locations using 20 billion points of data/day
Used PID loops and neural networks to optimally set bidding system parameters using a non-linear control system
Utilized Hidden Markov Models to develop a fault detection system to provide analyst alerting on problematic line items
Created three UIs to allow for internal deployment of data science solutions to staff who lack technical skills
Data Scientist, Pacific Northwest National Laboratory February 2013-February 2015
Developed algorithms to geolocate social media records based on natural language processing and graph techniques
Extracted insights from large relational datasets; creates pipelines for enhancing data by combining information from multiple non-relational datasets using probabilistic techniques
Managed web scraping, HTML parsing to gather large datasets (10M+ records) on topics of client interest and builds pipelines to move data to front-end visualization systems
Received two Outstanding Performance Awards for contribution to national security mission
Provided fast turnaround threat analyses to clients in a high-pressure environment
Analyzed dual-use industries in specific countries for NNSA’s International Nonproliferation Export Control program
Organized capacity building exercises with foreign government officials on export controls and nuclear safeguards