Theo Linnemann
Product @ Domino | Ex-Federal Reserve, ECNY Fellow
Senior Product Manager at Domino Data Lab
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Career: 14
Senior Product Manager
Domino Data Lab
United States
Senior Data Scientist
Federal Reserve Bank of New York
New York City
Associate Data Scientist
Federal Reserve Bank of New York
New York City
Feb 2018 - Dec 2024
Associate Data Scientist
Federal Reserve Bank of New York
New York City
Researched, developed, and shipped bleeding edge Deep Learning models (RCNN, BERT, ALBERT) to production using Tensorflow for NLP and image classification use cases Drove the development of an NLP application, now used for market monitoring Developed ensemble machine learning models to perform price impact estimation on 10-year Treasury notes for market monitoring Designed and built a real time global sentiment monitoring application using Google BigQuery Engineered time series data from alternative data sources for predictive analytics Led the design and implementation of a cloud based data science development and model deployment platform
Software Engineering Consultant
Vida Diagnostics (United States)
Iowa City, Iowa Area
Aug 2017 - Feb 2018
Software Engineering Consultant
Vida Diagnostics (United States)
Iowa City, Iowa Area
Tasked with researching, architecting, and implementing a 5 year transition plan from on premise infrastructure and manual workflow to a hybrid model Tested and evaluated hybrid implementations with AWS, Azure, and GCP Optimized for speed and cost with process automation returns of at least $150k/year Automated integration of new incoming labeled data for ML model training into workflow
Summer Cybersecurity Analyst
Federal Reserve Bank of New York
New York, New York
Jun 2017 - Aug 2017
Summer Cybersecurity Analyst
Federal Reserve Bank of New York
New York, New York
National Incident Response Team: Counter Threat Automation Team Worked on the NIRT Counter Threat Automation team whose core mission is to facilitate the automatic detection and mitigation of all threats to the Federal Reserve System. Implemented a new interface for the programmatic generation of tables and visualizations for analysts in JS with D3 and Vega-Lite. Wrote a python program to facilitate the design of new network models used by FRS SIEM’s. Used machine learning, with TensorFlow, to experiment with new anomaly detection techniques on FRS network flows. Added new functionality to an internal .NET application that is utilized in the creation and distribution processes for threat intelligence reports. Participated in the first FRBNY Crunch-A-Thon in which my team designed an end-to-end solution that automated a previously manual Supervision report saving 480 hours and more than $50k per year.
Information Technology and Information Security Intern
Vida Diagnostics (United States)
Iowa City, Iowa Area
Nov 2016 - Jun 2017
Information Technology and Information Security Intern
Vida Diagnostics (United States)
Iowa City, Iowa Area
Responsible for helping and resolving problems and requests related to information security within the IT department. Supports and administers mission critical, highly available, security and networking infrastructure and ensures that all areas within the company maintain compliance with established security policies, procedures, detection, and regulatory requirements. -Management of internal projects and migrations -Deploying and re-imaging workstations -Managing company wide Active Directory -Monitoring and management of VMware network -Responding to help desk cases -Supervising server and workstation patching -Setting up and scheduling audit reports
Software Intern
Cerner
Kansas City, Missouri Area
May 2016 - Jul 2016
Software Intern
Cerner
Kansas City, Missouri Area
Implemented UI/UX overhaul of Cerner’s primary internal support tool Created new frontend templates and refactored backend logic for a Grails MVC application Designed and implemented new features for a critical support staff ASP.NET application using Visual Studio and C# Improved code quality through bug fixes, new unit tests, and refactoring Closely collaborated with end users to bring feedback into bi-weekly sprint meetings
IT Specialist
University of Iowa
Office of the Vice President for Research & Economic Development
Mar 2015 - May 2016
IT Specialist
University of Iowa
Office of the Vice President for Research & Economic Development
Design, deployment, & implementation of large scale, multi-site projects including BOVPN configuration Directly increased operating profits for clients by restructuring network infrastructure for optimal speed & efficiency Directly reduced client risk through system auditing & redesign to ensure complete HIPAA compliance Maintenance of networks, hardware, and software for multiple clients Software development/testing and database administration
Technical Support - Tier 2
Pearson (United States)
Jan 2015 - Mar 2015
Technical Support - Tier 2
Pearson (United States)
I provide advanced troubleshooting and act as technical support for mission critical systems, to provide accurate, secure, and efficient testing.
Desktop Support Engineer
University of Iowa
Aug 2014 - Mar 2015
Desktop Support Engineer
University of Iowa
Helped support and manage enterprise services for the College of Engineering domain Consulted with COE system and network administrators to support both students and professors Assisted with and supported professional A/V tools for COE presentations Provided supplementary troubleshooting and diagnostic skills for any malfunctioning COE equipment
Technical Support - Tier 2
Pearson (United States)
Feb 2014 - Aug 2014
Technical Support - Tier 2
Pearson (United States)
I provide advanced troubleshooting and act as technical support for mission critical systems, to provide accurate, secure, and efficient testing.
Customer Service Rep
C. H. Robinson Worldwide
Oct 2013 - Dec 2013
Customer Service Rep
C. H. Robinson Worldwide
I managed industrial and commercial grade freight movement to ensure error free and on time delivery.
System Administrator Intern
University of Iowa
2011 - 2013
System Administrator Intern
University of Iowa
Helped manage enterprise systems using Active Directory Built systems customized on a case by case basis for specific users Performed advanced troubleshooting and data recovery Trained in United States Department of Defense data destruction standards Provided desk side support for many users in an enterprise grade, academic environment Supported additional services including networked printers
Lifeguard
City of Iowa City
Skills: 41
Other
Credentials: 3
Education: 1
University of Iowa
Bachelor’s Degree
2014 - Dec 2017
University of Iowa
Bachelor’s Degree
B.S. in Computer Science
Activities / Societies: Association for Computing Machinery, The University of Iowa Math Club