Akash Dasgupta

Data Analyst at The Berkeley Forum
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Contact Information
us****@****om
(386) 825-5501
Location
San Francisco Bay Area
Languages
  • Bengali Full professional proficiency
  • French Full professional proficiency
  • English Native or bilingual proficiency

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Experience

    • United States
    • Think Tanks
    • 1 - 100 Employee
    • Data Analyst
      • Sep 2022 - Present

    • United States
    • Computers and Electronics Manufacturing
    • 700 & Above Employee
    • ML Engineering Intern
      • May 2023 - Aug 2023

      Apple Services Engineering - AI/ML - Worked on improving video search quality on the Search Science team Apple Services Engineering - AI/ML - Worked on improving video search quality on the Search Science team

    • United States
    • Education Administration Programs
    • 1 - 100 Employee
    • Computer Science Instructor
      • Jan 2022 - May 2023

      Tutoring students in CS 61B (Data Structures) course Tutoring students in CS 61B (Data Structures) course

    • United States
    • Higher Education
    • 100 - 200 Employee
    • Machine Learning Researcher
      • Jan 2022 - Jan 2023

      - Engineered machine learning models to predict text edits for grammatical and stylistic accuracy according tospecific authorial style with accuracies of up to 82% (classification models used: Naive Bayes, Random Forest, Logistic Regression, BERT)- Analyzed textual data using NLP techniques (distinctive words-analysis, sentiment analysis, tokenization, text extraction, and named-entity recognition) for engineering robust features in predictive models

    • Academic Intern - Foundations of Data Science (Data 8)
      • Jan 2022 - Dec 2022

    • Course Assistant - Data Science Applications in Physics (Physics 88)
      • Dec 2021 - May 2022

    • United States
    • Education Administration Programs
    • 1 - 100 Employee
    • Data Science Consultant
      • Aug 2022 - Dec 2022

    • United States
    • Software Development
    • 1 - 100 Employee
    • Data Science Intern
      • Jun 2022 - Aug 2022

      - Implemented machine learning models (Random Forest/XGBoost/linear/logistic regression methods/CNN) for predicting areas of high financial growth in real estate appreciation - Improved existing unsupervised and supervised learning model accuracy by 15% using web-scraped public tax/crime data for 3 million added data points - Implemented machine learning models (Random Forest/XGBoost/linear/logistic regression methods/CNN) for predicting areas of high financial growth in real estate appreciation - Improved existing unsupervised and supervised learning model accuracy by 15% using web-scraped public tax/crime data for 3 million added data points

    • Technology, Information and Media
    • Software Engineer Intern
      • May 2022 - Aug 2022

      - Created responsive and accessible UI for a newsletter component on company website in React.js framework that doubled website usage and number of subscriptions - Developed using CSS/HTML components and JavaScript to enhance functionality and website usage - Created responsive and accessible UI for a newsletter component on company website in React.js framework that doubled website usage and number of subscriptions - Developed using CSS/HTML components and JavaScript to enhance functionality and website usage

    • United States
    • Software Development
    • 1 - 100 Employee
    • Statistical Researcher
      • Sep 2021 - Jan 2022

      - Worked at the Research & Publication committee at SAAS UC Berkeley - Worked at the Research & Publication committee at SAAS UC Berkeley

    • United States
    • Research Services
    • 1 - 100 Employee
    • Data Science Researcher
      • Sep 2021 - Jan 2022

    • United States
    • Higher Education
    • 700 & Above Employee
    • Electrochemistry Research Assistant
      • Feb 2020 - Apr 2021

      - Worked as a research assistant at NUCRET (Northeastern University Center for Renewable Energy Technology) in conjunction with the U.S. Army Research Office to design plasmon-enhanced electrochemical cells to improve charge transfer rates and efficiencies in the Hydrogen Evolution reactions and Oxygen Evolution reactions. - Designed several scripts on MATLAB to analyze rotating disk electrode data/rotating ring-disk electrode data using the Koutecky-Levich Analysis. - Worked as a research assistant at NUCRET (Northeastern University Center for Renewable Energy Technology) in conjunction with the U.S. Army Research Office to design plasmon-enhanced electrochemical cells to improve charge transfer rates and efficiencies in the Hydrogen Evolution reactions and Oxygen Evolution reactions. - Designed several scripts on MATLAB to analyze rotating disk electrode data/rotating ring-disk electrode data using the Koutecky-Levich Analysis.

    • United States
    • E-Learning Providers
    • 1 - 100 Employee
    • Strategist
      • Jun 2020 - Aug 2020

      - Worked with non-profit organization NuMarket to create a platform to help small businesses survive during the COVID-19 Pandemic through small personal loans from customers in exchange for store credit and interest - Worked with non-profit organization NuMarket to create a platform to help small businesses survive during the COVID-19 Pandemic through small personal loans from customers in exchange for store credit and interest

    • United States
    • Higher Education
    • 200 - 300 Employee
    • Materials Engineering Research Assistant
      • Nov 2018 - Aug 2019

      - Developed low-temperature synthesis methods for Optimal-Efficiency Perovskite Solar Cells as alternatives to traditional Silicon-based solar cells. - Tested deposition processes of the Perovskite and Hole-Transport layers including both one-step deposition processes and two-step deposition processes. - Developed low-temperature synthesis methods for Optimal-Efficiency Perovskite Solar Cells as alternatives to traditional Silicon-based solar cells. - Tested deposition processes of the Perovskite and Hole-Transport layers including both one-step deposition processes and two-step deposition processes.

    • United States
    • Education Administration Programs
    • 1 - 100 Employee
    • AwesomeMath Attendee at Cornell University
      • Jun 2018 - Aug 2018

      - Attended an application and exam based competition math program at Cornell University - Attended an application and exam based competition math program at Cornell University

Education

  • University of California, Berkeley
    Bachelor's degree, Computer Science & Statistics
    2021 - 2025
  • Monta Vista High School
    General Studies, UW: 3.9; W: 4.23
    2017 - 2021

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