Hailey Thanki

AI Specialist at Ohmic
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Contact Information
us****@****om
(386) 825-5501
Location
Rochester, New York, United States, US
Languages
  • English Full professional proficiency
  • Hindi Native or bilingual proficiency
  • Gujarati Native or bilingual proficiency

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Credentials

  • Introduction to Probability and Data with R
    Coursera
    Jul, 2021
    - Nov, 2024
  • R Programming
    Coursera
    Jun, 2021
    - Nov, 2024
  • Database Management Essentials
    Coursera
    May, 2021
    - Nov, 2024
  • Machine Learning
    Coursera
    Apr, 2021
    - Nov, 2024
  • Covid19 Data Analysis using Python
    Coursera
    Mar, 2021
    - Nov, 2024
  • Python (Basic)
    HackerRank
    Sep, 2020
    - Nov, 2024
  • The Complete Pandas Bootcamp 2020: Data Science With Python
    Udemy
    Jun, 2020
    - Nov, 2024
  • Data Science: Natural Language Processing In Python
    Udemy
    May, 2020
    - Nov, 2024
  • Machine Learning, Data Science, And Deep Learning With Python
    Udemy
    Dec, 2019
    - Nov, 2024

Experience

  • Ohmic
    • Canada
    • Computers and Electronics Manufacturing
    • 1 - 100 Employee
    • AI Specialist
      • Mar 2023 - Present

      Job Summary Design and write tests for the components of the framework. Responsibilities - Understand the requirements: Identify the different components within the framework. - Identify the issues with previous implementations: Identify the different cases that cause the algorithms to fail. - Design, write and validate the AI algorithm: Design AI algorithms to solve technical problems and to write and validate the algorithm with data acquired from multiple users. - Support with measurement campaigns: Maintain a database of use cases recorded in different measurement campaigns. - Support with ML Pipeline: Development of ML pipelines and designing internal blocks of such pipelines. Achievements - Developed a versatile ML flow for model performance tracking, data drift monitoring, model selection, packaging, tuning, and artifact management using Metaflow and Evidently AI. - Contributed to the Heart Rate Monitoring framework by designing and implementing tests for a critical component, leading to a significant enhancement in prediction accuracy. - Devised user identification models utilizing machine learning techniques to enhance system security and user experience. Show less

  • Rocket Mortgage
    • United States
    • Financial Services
    • 700 & Above Employee
    • Data Science Intern
      • May 2022 - Dec 2022

      Job Summary Work closely with teams across the company to help solve business issues using technical and communication skills. Responsibilities - Work closely with various teams across the company to identify and solve business challenges - Develop predictive statistical, behavioral or other models via supervised and unsupervised machine learning - Conduct statistical analysis and other predictive modeling techniques - Drive the collection of new data and the refinement of existing data sources - Analyze and interpret the results of product experiments - Collaborate with the engineering and product teams to develop and support our internal data platform for ongoing analyses Achievements - Conducted diagnostics on time series models in production, resulting in the successful identification of root causes for inaccurate predictions. - Created a comprehensive dataset from the ground up, implementing a data collection plan, identifying relevant data sources, and performing data aggregation, cleaning, and transformations. - Developed, implemented, and scaled advanced time series models (ARIMA, SARIMAX) based on insights from exploratory data analysis and statistical testing, leading to an impressive 85% reduction in error rates, equivalent to approximately 2 Billion Dollars in improved forecasting accuracy. - Orchestrated AWS ETL pipelines to automate data access from the data lake using Amazon Athena, enabled data transformation and processing, facilitated predictions in Amazon Sagemaker, and securely stored forecasts in Amazon S3. Show less

  • Simon Business School, University of Rochester
    • United States
    • Higher Education
    • 100 - 200 Employee
    • Teaching Assistant
      • Feb 2022 - May 2022

      - Assessed and graded student assignments, while also facilitating weekly office hours to offer comprehensive tutoring, counseling, and support to students requiring assistance. - Assessed and graded student assignments, while also facilitating weekly office hours to offer comprehensive tutoring, counseling, and support to students requiring assistance.

  • CoronaNet Research Project
    • Germany
    • Research
    • 1 - 100 Employee
    • Data Scientist
      • Oct 2021 - Feb 2022

      - Conducted thorough exploratory data analysis using R, leveraging interactive visualizations to gain valuable insights and effectively communicate findings.- Proficiently interpreted test results to validate or refute hypotheses proposed by principal investigators, contributing to evidence-based decision-making processes research.

    • Research Assistant
      • Jul 2021 - Oct 2021

      - Gathered comprehensive data on government policies implemented during the Covid-19 pandemic, meticulously transforming and structuring the information into a usable format before contributing to a vast open-source database, facilitating accessibility and analysis for the wider community.

Education

  • University of Rochester
    Master of Science - MS, Data Science
    2021 - 2022
  • SRM University
    B. Tech, CSE
    2017 - 2021

Community

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