Anton R available

Anton R

Research Engineer (Machine Learning) | 4x Amazon Web Services Certified | Analytics Expert

available
Profileimage by Anton R Research Engineer (Machine Learning) | 4x Amazon Web Services Certified | Analytics Expert from HoustonTXUSA
  • 77079 Houston, TX, USA Freelancer in
  • Graduation: BS - Finance, Masters of Science Finance, MBA Statistics
  • Hourly-/Daily rates:
  • Languages: English (Full Professional)
  • Last update: 11.05.2021
KEYWORDS
PROFILE PICTURE
Profileimage by Anton R Research Engineer (Machine Learning) | 4x Amazon Web Services Certified | Analytics Expert from HoustonTXUSA
ATTACHMENTS
CV - Anton Gordon

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AWS Certified Data Analytics Specialty Certification

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AWS Certified Machine Learning Specialty Certification

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AWS Certified Solutions Architect Associate Certification

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SKILLS
  • Background: The candidate is a 6x certified machine learning engineer (AWS Certified Machine Learning Specialty) with expertise in Python (Pandas, SciPy, Sklearn, NumPy, Keras), Deep Learning, SQL, Data Engineering, Cloud Solutions Architecture, Operations, Microservices, Docker, Kubernetes, IaaC, Big Data Engineering (AWS Certified Data Analytics Specialty – aka “AWS Big Data Specialty”).
  • Expertise: Hands-on experience in the design, development, and deployment of deep learning architectures using the AWS and opensource tech stack including GAN, RNN, LSTM, CNN, XGBoost, Keras, TensorFlow, VGG-16, Factorization Machines, AWS Comprehend, Lex, LAMBDA, EMR, Hadoop, Kinesis, Seq2seq, S3, and SageMaker.
  • Experience: More than 15+ years experience in analytics & machine learning (2x Masters: The University of Chicago, The University of Houston). 
PROJECT HISTORY
  • 04/2020 - 01/2021

    • One Bridge
  • Data Analyst R&D Team (Machine Learning & Data Science)
  • * Designed performed data analytics, and designed machine learning and deep learning models
    using Python, Keras, TensorFlow, sklearn and xgboost to perform signal processing of
    time-series events.
    * Designed experiments, tested code, and built machine learning models that estimate the
    probable peak demand for electric-load and extrapolating far beyond the limited historical
    data.
    * Analyzed the national grid and conducted detailed graph-theoretic analysis, using python,
    Jupyter notebooks and networkx, to determine route-cause of alarm types. Stored, saved, and
    pushed code to GitHub repository for version control and stored model artifacts using Joblib
    for machine learning models.
    * Designed machine learning models using RandomForestRegressor, StackingRegressor,
    VotingRegressor to generate innovative modeling schema for time series models. Implemented,
    configured, and tested machine learning and deep learning libraries and platforms (e.g.,
    TensorFlow, Keras, XGBoost, LightGBM) for model testing and experimentation.

  • 04/2007 - 09/2012

    • Channing Capital
  • Equity Analyst
  • * Worked collaboratively with a research team, pitched new ideas, interviewed executive
    management teams. Managed consumer and technology portfolios which outperformed benchmark by
    1000+ bps.

  • 09/2002 - 08/2004

    • Deloitte
  • IT Auditor
  • * Business process testing of IT controls & collaborating with functional teams while finishing
    a masters.

OTHER
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https://www.credly.com/users/anton-gordon
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