# Theo Linnemann (@theolinnemann.com) Profile: https://sifa.id/p/theolinnemann.com Headline: Product @ Domino | Ex-Federal Reserve, ECNY Fellow Location: New York, New York, United States ## Career - **Senior Product Manager at Domino Data Lab** (Apr 2026 - Present) US - **Senior Data Scientist at Federal Reserve Bank of New York** (Dec 2024 - May 2026) - **Associate Data Scientist at Federal Reserve Bank of New York** (Feb 2018 - Dec 2024) 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 at Vida Diagnostics (United States)** (Aug 2017 - Feb 2018) Iowa City 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 at Federal Reserve Bank of New York** (Jun 2017 - Aug 2017) 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 at Vida Diagnostics (United States)** (Nov 2016 - Jun 2017) Iowa City 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 at Cerner** (May 2016 - Jul 2016) Kansas City 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 at University of Iowa** (Mar 2015 - May 2016) 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 at Pearson (United States)** (Jan 2015 - Mar 2015) I provide advanced troubleshooting and act as technical support for mission critical systems, to provide accurate, secure, and efficient testing. - **Desktop Support Engineer at University of Iowa** (Aug 2014 - Mar 2015) 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 at Pearson (United States)** (Feb 2014 - Aug 2014) I provide advanced troubleshooting and act as technical support for mission critical systems, to provide accurate, secure, and efficient testing. - **Customer Service Rep at C. H. Robinson Worldwide** (Oct 2013 - Dec 2013) I managed industrial and commercial grade freight movement to ensure error free and on time delivery. - **System Administrator Intern at University of Iowa** (2011 - 2013) 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 at City of Iowa City** (Dec 2007 - Dec 2009) ## Skills ### Other - Amazon Web Services (AWS) - Anomaly Detection - Artificial Intelligence (AI) - BigQuery - C# - C++ - Cloud Computing - Computer Science - Critical Thinking - Cybersecurity - Data Science - Deep Learning - Diversity & Inclusion - F# - Generative AI - Google BigQuery - Google Cloud Engine - Google Cloud Platform - Google Cloud Platform (GCP) - Google Cloud Storage - Grails - Groovy - IPv6 - Java - JavaScript - Linux - Machine Learning - Network Security - Organizational Culture - Pandas (Software) - Problem Solving - Python - SEO - Social Media Marketing - spaCy - SQL - Teamwork - TensorFlow - Unsupervised Learning - Web Development - Windows ## Credentials - Inclusive Mindset — LinkedIn (Apr 2023) https://www.linkedin.com/learning/certificates/42c73b902f7c7c49c01e8cb25f650fea0d2f929fbb8bbc244502b97b75f48fb4 - Navigating Ambiguity — LinkedIn (Apr 2023) https://www.linkedin.com/learning/certificates/b24773757cc8a8cc3de4c7bb5f1bdfe14448b644af2d47265c2f9063ea85ecb2 - Applied CS with Android — Google (Dec 2016) http://g.co/cswithandroid ## Education - **University of Iowa** — Bachelor’s Degree (2014 - Dec 2017) B.S. in Computer Science Activities & Societies: Association for Computing Machinery, The University of Iowa Math Club