Past Projects
Document Acquisition & Management
- Datawarehoused millions of PDFs, documents and images from publicly available sources. Utilized AI and OCR to rip out pertinent information and repurpose into data feeds for analytics and reporting.
- Created multiple solutions for connecting legacy paper-based processes to cloud-based datawarehouses: utilizing QR codes and bar codes for document tracking, document storage techniques, electronic signing APIs, search, etc.
Time Series Data
- Aggregated data and managed alerts based on job movement activity. Tracked attorneys moving between law firms, loan officers moving between companies, real estate agents moving between brokerages, newly licensed appraisers and home inspectors in a given jurisdiction and similar topics.
- Compiled millions of data points regarding rental home pricing to track neighborhood-level price trends.
Scraping & Anti-Scraping
- Built scrapers and advised companies on strategies for obtaining difficult-to-compile datasets (proxy management, creating automated captcha solving services, skirting bot detection, etc.).
- Advised companies on making their important datasets more difficult to scrape.
Mapping & Dashboards
- Completed numerous projects with interactive map-based dashboards such as impact of hurricanes and fires on physical structures, real estate portfolio yield management, manipulating FEMA flood plain maps, analyzing demographics against high school district boundaries, etc.
Start-Up Advisory // Rent-a-CTO // Tutoring // Other
- Advised start-ups and small businesses on growth, go-to-market, budgeting and prioritization.
- Angel investing.
- Helped college students with programming (Python) and database (SQL) work.
