Mayank Vadsola, MASc

Sr. Data Science Engineer at Stacktics
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Contact Information
us****@****om
(386) 825-5501
Location
Ottawa, Ontario, Canada, CA

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Credentials

  • TensorFlow Certified Developer
    TensorFlow Certificate Program
    Mar, 2021
    - Oct, 2024
  • Amazon Web Services Solutions Architect Associate
    Amazon Web Services (AWS)
    Jan, 2021
    - Oct, 2024
  • Google Cloud Certified Machine Learning Engineer
    Google Cloud - Minnesota
    Nov, 2021
    - Oct, 2024
  • Google Cloud Certified Professional Data Engineer
    Google Cloud - Minnesota
    Aug, 2021
    - Oct, 2024
  • Amazon Web Services Machine Learning Specialty
    Amazon Web Services (AWS)
    Jul, 2020
    - Oct, 2024
  • Google Cloud Certified Professional Cloud Architect
    Google Cloud - Minnesota
    Jun, 2021
    - Oct, 2024
  • Amazon Web Services Cloud Practitioner
    Amazon Web Services (AWS)
    May, 2020
    - Oct, 2024

Experience

    • Canada
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Sr. Data Science Engineer
      • Apr 2021 - Present

    • Online Audio and Video Media
    • 1 - 100 Employee
    • Writer
      • Dec 2019 - Present

      "When you teach, you learn twice." - Richard Feynman Occasionally writing articles regarding Data Engineering and Machine Learning.My key contributions here include:- Explaining mathematics behind Blackbox algorithms and coding implementation. - Democratizing machine learning.- Machine learning powered algo trading and portfolio management system. "When you teach, you learn twice." - Richard Feynman Occasionally writing articles regarding Data Engineering and Machine Learning.My key contributions here include:- Explaining mathematics behind Blackbox algorithms and coding implementation. - Democratizing machine learning.- Machine learning powered algo trading and portfolio management system.

    • Canada
    • Biotechnology Research
    • 1 - 100 Employee
    • Machine Learning Engineer
      • Sep 2020 - Dec 2020

      - Designed and developed serverless data and ML pipelines on AWS for automated data cleaning, model training,and deployment- Developed and deployed deep learning models for greenhouse and warehouse security systems- Developed and deployed machine learning models for control systems, increasing plant growth rate by 30% - Designed and developed serverless data and ML pipelines on AWS for automated data cleaning, model training,and deployment- Developed and deployed deep learning models for greenhouse and warehouse security systems- Developed and deployed machine learning models for control systems, increasing plant growth rate by 30%

    • Civil Engineering
    • 1 - 100 Employee
    • Graduate Research Assistant
      • Jan 2019 - Aug 2020

      - Development of end-to-end pipelines for high-performance CFD simulations.- Modeling of turbulent flows using RNNs and LSTMs.- Visualization of terabytes of data in parallel on thousands of cores.

    • Graduate Teaching Assistant
      • Sep 2019 - Apr 2020

      Working as a graduate teaching assistant for the courses MCG 4345 - Aerodynamics and MCG 4191 - Aircraft Structure Analysis.My key roles and responsibilities here include:-Conduct problem analysis sessions/review lecture material every week for the students. - Grading (assignments, tests), proctoring exams, administrative duties (compiling grades).- Conduct office hours for academic support to students.

    • Graduate Research Assistant
      • Sep 2018 - Dec 2018

      Worked as a graduate researcher, analyzed and optimized buckling restrained braces (BRBs) to be used in UAVs using Finite Element Solver. My key roles and responsibilities here include:- Carried out an optimization process to select the ideal thickness and length of the BRBs using Ansys Structural tool.- Performed linear and non-linear buckling tests on BRBs.- Generated reports and presentations to be submitted to the sponsoring industry.

Education

  • University of Ottawa
    MASc Thesis - Engineering, CFD, Spectral Element Methods, Machine Learning, High Performance Computing
    2018 - 2020
  • National Institute of Technology Surat
    Bachelor of Technology - BTech, Engineering
    2014 - 2018
  • KTH Royal Institute of Technology
    HPC Summer School, High Performance Computing
    2019 - 2019

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