Pytorch
Jackson Scott
Machine Learning Engineer
28 Ashbury Woods Drive, Apt 310, Huntsville,AL
Summary
Driven Machine Learning Engineer with 3 years experience in gathering, cleaning and organizing data for use by technical and non-technical personnel. Advanced understanding of statistical, algebraic and other analytical techniques. Highly organized, motivated and diligent with significant background in state of the art Deep Learning and Reinforcement Learning. Excellent communicative and interpersonal ability with formally trained skill in Agile management and MLOps. Currently holds a Top Secret Clearance with SCI and polygraph.
Overview
3
3
years of professional experience
8
8
years of post-secondary education
3
3
Certificates
3
3
Languages
Work History
Machine Learning Engineer
Dynetics, A Leidos Company
Huntsville, AL
05.2019 - Current
- Rapidly prototyped, developed, and deployed end-to-end Deep Neural Networks for regression, classification, meta-modeling, motion-prediction, and multi-variate time series anomaly detection. Meta-model net 20x improvement, motion-prediction net 200% improvement, both over existing non-ML methods.
- Utilized advanced statistical techniques, visualization and analytics tools to analyze and process complex data sets.
- Designed and constructed end-to-end, ML/AI rapid development, deployment, and support framework for use among ML Teams.
- Trained teams department on end-to-end MLOps and ML project planning to ensure multi-disciplinary collaboration, product quality, and corporate knowledge retention.
- Managed ML team ensuring all Scrum practices were executed harmoniously with MLOps domain specific requirements.
- Communicated orally and in writing all advanced techniques, pipelines, and decision making to customer and management to ensure trust and reliance on systems provided.
- Coached and mentored junior machine learning engineers on advanced ML techniques.
Engineering Trainee
Dynetics, A Leidos Company
Huntsville, AL
05.2018 - 08.2018
- Developed virtualized DoD computer using C++ for vulnerability analysis and upgrade prototyping. Net 7x improvement from previous methods.
- Worked with Scrum team to test and certify application features before deploying to production.
Education
Master of Science - Machine Learning
Georgia Institute of Technology
Atlanta, GA 08.2019 - 12.2023
Bachelor of Science - Computer Science
Mississippi State University
Starkville, MS 08.2015 - 05.2019
Skills
Deep Learning
undefinedSoftware
Anaconda
OpenAI Gym
RLlib
Gitlab
Jira/Confluence
Matlab
Tensorflow
Sphinx
SciKit Learn
Pandas
Numpy/SciPy
Certification
Building a Data Science Team - Johns Hopkins University - Coursera
Timeline
Machine Learning Engineering for Production (MLOps) - DeepLearning.ai - Coursera - Finish June 24, 2022
06-2022
Agile Certified Practitioner -Test June 5 2022
06-2022
Building a Data Science Team - Johns Hopkins University - Coursera
02-2021
Master of Science - Machine Learning
Georgia Institute of Technology
08.2019 - 12.2023
Machine Learning Engineer
Dynetics, A Leidos Company
05.2019 - Current
Engineering Trainee
Dynetics, A Leidos Company
05.2018 - 08.2018
Bachelor of Science - Computer Science
Mississippi State University
08.2015 - 05.2019
Personal Projects
- Switch Transformer for Human Motion Prediction
- QMIX MARL in Google Research Football environment, used RLlib
- DQN for use in Lunar Lander Open AI Gym environment
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