Michael Schmidt

Michael Schmidt Email and Phone Number

ML Engineer / Data Scientist | Bayesian Methods | Optimization | Uncertainty Quantification @ Redpoll
st. louis, missouri, united states
Michael Schmidt's Location
Denver, Colorado, United States, United States
Michael Schmidt's Contact Details

Michael Schmidt personal email

About Michael Schmidt

As a principal ML engineer at Redpoll, I lead the development and deployment of cutting-edge AI/ML solutions that are explainable, trustable, and scalable. With over a decade of experience in data science and machine learning, I specialize in Bayesian methodologies that enable probabilistic inference, uncertainty quantification, and model interpretability.I have applied my expertise in various domains, such as agriculture, law, healthcare, and finance, delivering impactful and mathematically sound models that solve complex and real-world problems. I also have a strong background in physics and mathematics, with an in-progress Ph.D. in Applied Mathematics from the University of Colorado Denver and multiple publications in scientific journals. My mission is to use data and AI/ML to advance scientific discovery and social good.

Michael Schmidt's Current Company Details
Redpoll

Redpoll

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ML Engineer / Data Scientist | Bayesian Methods | Optimization | Uncertainty Quantification
st. louis, missouri, united states
Website:
redpoll.ai
Employees:
4
Michael Schmidt Work Experience Details
  • Redpoll
    Principal Ml Engineer
    Redpoll Jul 2019 - Present
    * Developed cutting-edge interpretable machine learning models for novelty detection, time series inference, and reinforcement learning under uncertainty.* Contributed as a researcher to DARPA projects, including SAIL-ON, SNAP-ON, FS2, and ECOSYSTEMIC.* Implemented advanced machine learning techniques such as Cross-categorization, Bayesian Change-Point detection, Gaussian processes, novelty detection, attribution, and sensitivity analysis.
  • Launchcode
    Lead Instructor
    Launchcode Apr 2019 - Jul 2019
    Saint Louis, Mo
    * Led the inaugural LaunchCode Code Camp, a concentrated program to prepare students foremployment within four months through small interactive classes.* Designed curriculum encompassing Python, Javascript, and Java programming languages.* Managed a classroom of 30 students and supervised two teaching assistants in a dynamic leadershipposition.
  • Cibo Technologies
    Machine Learning Engineer
    Cibo Technologies Oct 2017 - Feb 2019
    Greater St. Louis Area
    * Enhanced CiBO's crop model through innovative research in nutrient flow.* Developed cutting-edge yield forecasting system, enabling prediction of crop yields with 3% accuracy months in advance.* Created tools for farmers and commodities traders to act on our model's predictions.
  • Allscripts
    Data Scientist
    Allscripts Jun 2017 - Oct 2017
    * Created EMR physician nudges to prevent missed diagnoses.* Utilized Keras to develop low-dimensional patient record embeddings and clustering for physician toolkits
  • Juristat
    Data Scientist
    Juristat Jan 2016 - Jun 2017
    * Developed an 'art-unit' classification system using NLP systems and Tensorow to anticipate the USPTO's classification.* Implemented a patent similarity system search to find prior art using ElasticSearch with custom plugins.* Designed statistical tools in JavaScript for attorneys to predict prosecution duration and difficulty* Utilized Tesseract and OpenCV to create document parsing tools.
  • Exegy
    Software Engineer
    Exegy Aug 2014 - Dec 2015
    Greater St. Louis Area
  • The Fulton School At St Albans
    Upper School Mathematics Teacher
    The Fulton School At St Albans Aug 2013 - Sep 2014
    St Albans, Mo, United States
    Since my experience teaching as a graduate student was so positive I continued teaching. The Fulton School at St. Albans is a Montessori school serving K-12. I taught primarily middle and high school mathematics using project driven education practices.
  • University Of Colorado Boulder
    Devops
    University Of Colorado Boulder Feb 2013 - Aug 2013
    Boulder, Co
    I set up and managed provisioning systems using Puppet and XCat to provision compute nodes, login nodes, and utility servers. As a part of researcher outreach, I lectured on HPC topics as part of a weekly seminar. Additionally, I worked with user to debug and profile their code so it would work optimally on our systems.
  • Pronto
    Systems Engineer
    Pronto Sep 2012 - Jan 2013
    Boulder, Co
    I managed back end infrastructure on which large data processing and web applications were run. Operations was there to support the developers as well as insuring the highest possible up-time.
  • University Of Colorado At Boulder
    Devops
    University Of Colorado At Boulder May 2011 - Aug 2012
    Boulder, Co
    Managed Torque/Moab, wrote tutorials on how to preform science on a super-computer, programed scientific code designed to be quick and eduicational, and provided support to users.
  • University Of Colorado At Boulder
    Graduate Teaching Assistant
    University Of Colorado At Boulder Jan 2011 - May 2012
    Taught labs and recitations for introductory physics.
  • University Of Colorado At Boulder
    Research Assistant
    University Of Colorado At Boulder Aug 2009 - Jan 2011
    Studying: FRC Plasma · Simulation of Plasma Dynamics · Detector Design · High Voltage · Vacuum Systems · High Speed Electronics
  • University Of Colorado At Boulder
    Systems Administrator
    University Of Colorado At Boulder Dec 2007 - Aug 2009
    · Data Analysis · Unix/Linux Administration · Data-Center Management
  • University Of Colorado
    Systems Adminstrator
    University Of Colorado Jan 2009 - Dec 2010
    Wrote applications to: detect phishing, manage 200k+ users, monitor systems. Also spent time building/decommissioning enterprise level systems. Worked extensively inside a server room managing physical systems.

Michael Schmidt Skills

Physics C/c++ Python Bash Linux Algorithms Numerical Simulation Mathematics Education Data Visualization High Performance Computing Data Analysis Mathematical Modeling Numerical Analysis Scientific Computing Git Bayesian Statistics Public Speaking Simulations Data Science Research Predictive Modeling Tensorflow Statistics Python

Michael Schmidt Education Details

Frequently Asked Questions about Michael Schmidt

What company does Michael Schmidt work for?

Michael Schmidt works for Redpoll

What is Michael Schmidt's role at the current company?

Michael Schmidt's current role is ML Engineer / Data Scientist | Bayesian Methods | Optimization | Uncertainty Quantification.

What is Michael Schmidt's email address?

Michael Schmidt's email address is sc****@****ail.com

What schools did Michael Schmidt attend?

Michael Schmidt attended University Of Colorado Denver, University Of Colorado At Boulder, University Of Colorado Boulder.

What are some of Michael Schmidt's interests?

Michael Schmidt has interest in Mathematics, Physics, Numerical Analysis, Health, Children, Skiing, Education, Environment, Photography, Biking.

What skills is Michael Schmidt known for?

Michael Schmidt has skills like Physics, C/c++, Python, Bash, Linux, Algorithms, Numerical Simulation, Mathematics, Education, Data Visualization, High Performance Computing, Data Analysis.

Who are Michael Schmidt's colleagues?

Michael Schmidt's colleagues are Karim Siri.

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