Akash Dasgupta
Data Analyst at The Berkeley Forum- Claim this Profile
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Bengali Full professional proficiency
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French Full professional proficiency
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English Native or bilingual proficiency
Topline Score
Bio
Experience
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The Berkeley Forum
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United States
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Think Tanks
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1 - 100 Employee
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Data Analyst
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Sep 2022 - Present
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Apple
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United States
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Computers and Electronics Manufacturing
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700 & Above Employee
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ML Engineering Intern
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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
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Computer Science Mentors
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United States
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Education Administration Programs
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1 - 100 Employee
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Computer Science Instructor
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Jan 2022 - May 2023
Tutoring students in CS 61B (Data Structures) course Tutoring students in CS 61B (Data Structures) course
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UC Berkeley College of Computing, Data Science, and Society
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United States
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Higher Education
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100 - 200 Employee
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Machine Learning Researcher
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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
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Academic Intern - Foundations of Data Science (Data 8)
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Jan 2022 - Dec 2022
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Course Assistant - Data Science Applications in Physics (Physics 88)
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Dec 2021 - May 2022
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Teachers Without Borders
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United States
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Education Administration Programs
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1 - 100 Employee
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Data Science Consultant
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Aug 2022 - Dec 2022
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UrbanEyes
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United States
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Software Development
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1 - 100 Employee
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Data Science Intern
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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
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Dbrief.AI
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Technology, Information and Media
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Software Engineer Intern
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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
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SAAS Berkeley
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United States
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Software Development
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1 - 100 Employee
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Statistical Researcher
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Sep 2021 - Jan 2022
- Worked at the Research & Publication committee at SAAS UC Berkeley - Worked at the Research & Publication committee at SAAS UC Berkeley
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Undergraduate Lab @ Berkeley
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United States
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Research Services
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1 - 100 Employee
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Data Science Researcher
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Sep 2021 - Jan 2022
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Northeastern University
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United States
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Higher Education
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700 & Above Employee
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Electrochemistry Research Assistant
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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.
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Y-Labs
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United States
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E-Learning Providers
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1 - 100 Employee
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Strategist
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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
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Stanford University School of Engineering
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United States
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Higher Education
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200 - 300 Employee
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Materials Engineering Research Assistant
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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.
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AwesomeMath
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United States
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Education Administration Programs
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1 - 100 Employee
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AwesomeMath Attendee at Cornell University
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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
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Education
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University of California, Berkeley
Bachelor's degree, Computer Science & Statistics -
Monta Vista High School
General Studies, UW: 3.9; W: 4.23