Johan Sebastian M.

Data Scientist at AAK TELE-SCIENCE, INC.
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Contact Information
us****@****om
(386) 825-5501
Location
Miami-Fort Lauderdale Area, US
Languages
  • Spanish Native or bilingual proficiency
  • English Full professional proficiency

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Bio

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Experience

    • United States
    • Research
    • 1 - 100 Employee
    • Data Scientist
      • 2020 - Present

      - Cooperated with a cross-functional team of data scientists, web engineers, and marketing specialists to bring the project to fruition.- Worked on various APIs and a RESTFul API with different utilities and helped with the connection with backend and frontend.- Cleaned different datasets that were implemented for the algorithms used in the site using such methods as Naive Bayes and Random Forests. - Cooperated with a cross-functional team of data scientists, web engineers, and marketing specialists to bring the project to fruition.- Worked on various APIs and a RESTFul API with different utilities and helped with the connection with backend and frontend.- Cleaned different datasets that were implemented for the algorithms used in the site using such methods as Naive Bayes and Random Forests.

    • United States
    • E-learning
    • 200 - 300 Employee
    • Data Scientist
      • Feb 2020 - Dec 2020

      - In charge of the machine learning engineering and data engineering portion for determining the complexity of the user's writing using natural language processing, and automated content moderation to control the material being uploaded.- Cooperated with cross-functional teams of data scientists and web engineers.- Coordinated with Okta Identity Provider to give a PKCE flow for verification to line up with industry norms for authentication.- Experimented with several models before utilizing K-Nearest Neighbors to find which songs would best match with the user’s preference based on their selected input song.- Created visualizations using Seaborn, Matplotlib, and Plotly.- Created an NLP model to perform sentiment analysis with Vader Sentiment on ycombinator Hacker News forum.- Helped engineer and E2E pipeline to deliver continuous updates to a PostgreSQL database.

    • Italy
    • Retail Apparel and Fashion
    • 700 & Above Employee
    • Sales Representative
      • 2019 - 2020

    • United States
    • Mental Health Care
    • 700 & Above Employee
    • Behavioral Health Technician
      • 2015 - 2019

      Helped clients with their behavior by setting goals and accomplishing them progressively by specializing in behavior therapies implementing data collection, discrete trials, and behavior reduction. Helped clients with their behavior by setting goals and accomplishing them progressively by specializing in behavior therapies implementing data collection, discrete trials, and behavior reduction.

    • Motor Vehicle Manufacturing
    • 700 & Above Employee
    • Customer Service
      • 2013 - 2014

      - Highly customer-oriented in resolving issues being presented. - Utilized auto inspection for each car that was being serviced by using scanning systems. - Responsible of the customer's cars providing the best care and returning it in a fast and efficient manner. - Highly customer-oriented in resolving issues being presented. - Utilized auto inspection for each car that was being serviced by using scanning systems. - Responsible of the customer's cars providing the best care and returning it in a fast and efficient manner.

    • United States
    • Retail
    • 700 & Above Employee
    • Impact Team Member
      • 2011 - 2012

      - Maintained merchandise flow, filling, and presentation standards throughout the store and the stockroom. - Practiced multitasking, had attention to detail, and highly customer-focused. - Learned how to use scanning systems, stockroom systems, and merchandising. - Maintained merchandise flow, filling, and presentation standards throughout the store and the stockroom. - Practiced multitasking, had attention to detail, and highly customer-focused. - Learned how to use scanning systems, stockroom systems, and merchandising.

Education

  • Southeastern College
    Associate of Science - AS, Radiologic Technology/Science - Radiographer
    2021 - 2022
  • Lambda School
    Data Science and Machine Learning
    2020 - 2020
  • Florida International University
    Bachelor of Science - BS, Applied Psychology
    2016 - 2019
  • Broward College
    Associate of Arts - AA, Behavioral Sciences
    2014 - 2016

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