- Azure administration and cloud architecture, extensive use of Infrastructure as Code (ARM templates).- Working closely with application developers, security teams, and QA to provide data-driven recommendations.- Troubleshooting and resolving production issues related to infrastructure and/or application code.- Server management using PowerShell and Desired State Configuration.- Budgeting and cost reduction for cloud IaaS and PaaS.

Part of small team which developed application for multi-animal body part position estimation via deep learning.- Built easy to use, fast and powerful user interfaces for annotation, human-in-the-loop learning and proofreading.- Applied deep learning and computer vision algorithms.- Optimized code for processing large datasets.- Involved with most components of deep learning pipeline as well as Python packaging, documentation, test coverage and CI.Technologies: Python (numpy, pandas, scikit-learn), Qt, OpenCV, TensorFlow, Git, AppVeyor

Continued to conduct research, teaching and mentoring in philosophy. Studied statistics and machine learning.

Experience with research, public speaking, course-design, teaching and mentoring. Extensive coursework in formal areas of philosophy (model theory, set theory, decision theory, analytic metaphysics). Wrote a dissertation about reductive and non-reductive explanation.

Designed and built a new user-friendly front-end application (HTML + CSS + jQuery + ColdFusion webservices) for our platform which drastically changed our staffing needs and allowed us to be much more resilient to changes in product demand.Led major refactoring of backend (ColdFusion + SQL Server databases) which cut processing times by over 10x and added modularity/flexibility for building new front-end.Worked with product managers and other developers to clarify client business rules and find ways to implement them.

Designed and implemented databases (SQL Server) and web apps (ColdFusion + HTML + CSS + JavaScript) for keeping track of student grades, course registration, for administering online quizzes and controlling access to online course content.Ran training sessions and supervised technical support for online course system.

Created a shareware chemistry app using C/Macintosh Toolbox (i.e., Carbon APIs for Macintosh System 7 programming). Sold a few hundred copies (by word of mouth).https://github.com/ntabris/sodium