Mitch Shack Email & Phone Number | Artificial IntelligenceI/Machine learning, systems architecture and design, financial modeling, analysis, research. TECHNICAL SKILLS: Deep Learning, machine learning algorithms and programming libraries (TensorFlow, PyTorch, H2o.ai, Keras), reinforcement learning, probabilistic modeling. ML Architect with full-stack development skills: • Python scientific and statistical analytics ecosystem (Pandas / scikit-learn / statsmodels / NumPy / PyMC3) • Java (Real-time multi-threaded distributed client-server applications) with custom front-end UI and back-end server development • SQL (Microsoft SQL Server, Postgres, Snowflake), NoSQL / Graph databases (Neo4J, MongoDB), Time-series databases and tick stores (OneTick, PyStore, Arctic) • Cloud infrastructure / Dev-ops: Amazon Web Services (AWS), IBM Cloud, Microsoft Azure, Container Orchestration/Microservices (Docker, Kubernetes, OpenShift), Elasticsearch, Terraform, Chef, Jenkins, Swagger API integration, Git • Data pipelines, real-time messaging, event-processing, and ETL data integration-data streaming solutions: Apache Kafka, pub/sub message-bus (IBM MQ), Apache Spark • Analytics, Data Mining, Visualization, Data warehousing: MatPlotlib, Plotly, Bokeh, Seaborn, Tableau, Pentaho, Weka • HTML/Web development frameworks: React.js / Vue.js / Node.js / Vaadin / Isomorphic SmartGWT • C++/C# Object-oriented programming with software development on Linux (CentOS / Ubuntu) Trading System Analytics and Strategy Development: • Time-series analysis and Predictive Model development • Regime switching, Ensemble models, Hidden Markov models • Bayesian Networks, Probabilistic graphical models: BayesiaLab, Netica-J • Backtesting, Simulation, Optimization, Walk-forward testing, Monte Carlo Analysis, Portfolio testing, Position-Sizing, Real-time datafeed and broker connectivity: eSignal, IQFeed, Bloomberg, Direct exchange feeds • Proficiency in specialized trading programming languages and Quant Development Platforms: TradeStation EasyLanguage, Quantopian Zipline / Alphalens / Pyfolio, Amibroker, Hood River TSSB, Neoticker, Market System Analyzer • Expert Systems, Decision support rule-engines, Cognitive architectures, Reinforcement learning, Genetic Algorithms, Fuzzy Logic (SOAR, Drools, Jess/FuzzyJ) • Agile Development/Methodologies (Scrum, Kanban), Design patterns/Frameworks, Technical architecture and system modeling/roadmapping: BPMN / UML, TOGAF

Mitch Shack

Artificial IntelligenceI/Machine learning, systems architecture and design, financial modeling, anal...
Chicago, Chicago, United States

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Mitch Shack’s Email mitchshack@discover.com

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Mitch Shack’s Location Chicago, Chicago, United States

Mitch Shack’s Current Industry Discover Financial Services

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Work Experience

Discover Financial Services

Principal Business Architect - Artificial Intelligence and Machine Learning

2018-06-01 00:00:00 - Present

Whitman Asset Management

Quantitative Trader / Trading Systems Developer - Head of Technology and Systems Development

2013-09-01 00:00:00 - 2018-06-01 00:00:00

Infinium Capital Management

Global Macro Systematic Trader / Trading Systems Developer

2008-03-01 00:00:00 - 2013-09-01 00:00:00

Tradestation Securities

TradeStation EasyLanguage Engineer / Trading Systems Developer

2004-03-01 00:00:00 - 2008-03-01 00:00:00

Focus

Corporate Strategy / Competitive Intelligence Market Analyst (Consulting contract)

2001-10-01 00:00:00 - 2002-05-01 00:00:00

Flypaper

Director, Product Management / Competitive Intelligence Analyst (Member of Founding Management Team)

1998-11-01 00:00:00 - 2001-04-01 00:00:00

Banc Of America Securities

Investment Banking Equity Research Analyst – Enterprise Software and Internet Services Sectors

1998-05-01 00:00:00 - 1999-01-01 00:00:00

Cambridge Technology Partners

Associate Director / Technical Team Lead, Electronic-Commerce / Financial Services Group

1997-02-01 00:00:00 - 1998-05-01 00:00:00

Sbc Communications

Technology Analyst, Interactive Television / Electronic-Commerce Strategic R&D Group

1996-01-01 00:00:00 - 1997-01-01 00:00:00

Booz Allen And Hamilton

Senior Technology Consultant, Advanced Technology Group

1991-02-01 00:00:00 - 1996-01-01 00:00:00

Skills

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Languages

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FAQ About Mitch Shack

Mitch Shack is located at
Chicago, Chicago, United States

Mitch Shack is a Artificial IntelligenceI/Machine learning, systems architecture and design, financial modeling, analysis, research. TECHNICAL SKILLS: Deep Learning, machine learning algorithms and programming libraries (TensorFlow, PyTorch, H2o.ai, Keras), reinforcement learning, probabilistic modeling. ML Architect with full-stack development skills: • Python scientific and statistical analytics ecosystem (Pandas / scikit-learn / statsmodels / NumPy / PyMC3) • Java (Real-time multi-threaded distributed client-server applications) with custom front-end UI and back-end server development • SQL (Microsoft SQL Server, Postgres, Snowflake), NoSQL / Graph databases (Neo4J, MongoDB), Time-series databases and tick stores (OneTick, PyStore, Arctic) • Cloud infrastructure / Dev-ops: Amazon Web Services (AWS), IBM Cloud, Microsoft Azure, Container Orchestration/Microservices (Docker, Kubernetes, OpenShift), Elasticsearch, Terraform, Chef, Jenkins, Swagger API integration, Git • Data pipelines, real-time messaging, event-processing, and ETL data integration-data streaming solutions: Apache Kafka, pub/sub message-bus (IBM MQ), Apache Spark • Analytics, Data Mining, Visualization, Data warehousing: MatPlotlib, Plotly, Bokeh, Seaborn, Tableau, Pentaho, Weka • HTML/Web development frameworks: React.js / Vue.js / Node.js / Vaadin / Isomorphic SmartGWT • C++/C# Object-oriented programming with software development on Linux (CentOS / Ubuntu) Trading System Analytics and Strategy Development: • Time-series analysis and Predictive Model development • Regime switching, Ensemble models, Hidden Markov models • Bayesian Networks, Probabilistic graphical models: BayesiaLab, Netica-J • Backtesting, Simulation, Optimization, Walk-forward testing, Monte Carlo Analysis, Portfolio testing, Position-Sizing, Real-time datafeed and broker connectivity: eSignal, IQFeed, Bloomberg, Direct exchange feeds • Proficiency in specialized trading programming languages and Quant Development Platforms: TradeStation EasyLanguage, Quantopian Zipline / Alphalens / Pyfolio, Amibroker, Hood River TSSB, Neoticker, Market System Analyzer • Expert Systems, Decision support rule-engines, Cognitive architectures, Reinforcement learning, Genetic Algorithms, Fuzzy Logic (SOAR, Drools, Jess/FuzzyJ) • Agile Development/Methodologies (Scrum, Kanban), Design patterns/Frameworks, Technical architecture and system modeling/roadmapping: BPMN / UML, TOGAF

Mitch Shack currently works in the Discover Financial Services |

No Languages Available

Mitch Shack has prior
experience in the following industries:
Whitman Asset Management | Infinium Capital Management | Tradestation Securities | Focus | Flypaper | Banc Of America Securities | Cambridge Technology Partners | Sbc Communications | Booz Allen And Hamilton

Mitch Shack has the following professional experience:
Discover Financial Services | Whitman Asset Management | Infinium Capital Management | Tradestation Securities | Focus | Flypaper | Banc Of America Securities | Cambridge Technology Partners | Sbc Communications | Booz Allen And Hamilton