Brian Lin
Student Analyst at Octane OC- Claim this Profile
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Bio
David Beck
I had the privilege of working with Brian Lin during his UCI Paul Merage Masters of Science in Business Analytics Capstone project and also as a Data Science intern. Brian emerged as a super star on the team. On numerous occasions, he went above and beyond the call of duty. For instance, he stayed up one night to think of: (1) What insights could we data mine not to just help startups, but also for Octane? (2) What would be valuable for a startup in their Capital Analytics report? (3) What data should the machine learning received for its training process? Also, during the Capstone project, he took the lead on the visualizations project by aggregating, wrangling and calculating the metrics needed to support our world class visualizations. He took the lead using Alteryx to massage the data. During the internship, Brian has spearheaded the consolidation and merging of historical individual judge level data to enable and open up a whole new dimension to our algorithms and visualizations. He also took the lead on Large Language Models or Generative AI. His proactiveness, forward thinking and attention to detail has made my job so much easier. I would hire Brian in a heartbeat. I would highly recommend him for a Data Scientist, Data Analytics or Software Engineering role.
David Beck
I had the privilege of working with Brian Lin during his UCI Paul Merage Masters of Science in Business Analytics Capstone project and also as a Data Science intern. Brian emerged as a super star on the team. On numerous occasions, he went above and beyond the call of duty. For instance, he stayed up one night to think of: (1) What insights could we data mine not to just help startups, but also for Octane? (2) What would be valuable for a startup in their Capital Analytics report? (3) What data should the machine learning received for its training process? Also, during the Capstone project, he took the lead on the visualizations project by aggregating, wrangling and calculating the metrics needed to support our world class visualizations. He took the lead using Alteryx to massage the data. During the internship, Brian has spearheaded the consolidation and merging of historical individual judge level data to enable and open up a whole new dimension to our algorithms and visualizations. He also took the lead on Large Language Models or Generative AI. His proactiveness, forward thinking and attention to detail has made my job so much easier. I would hire Brian in a heartbeat. I would highly recommend him for a Data Scientist, Data Analytics or Software Engineering role.
David Beck
I had the privilege of working with Brian Lin during his UCI Paul Merage Masters of Science in Business Analytics Capstone project and also as a Data Science intern. Brian emerged as a super star on the team. On numerous occasions, he went above and beyond the call of duty. For instance, he stayed up one night to think of: (1) What insights could we data mine not to just help startups, but also for Octane? (2) What would be valuable for a startup in their Capital Analytics report? (3) What data should the machine learning received for its training process? Also, during the Capstone project, he took the lead on the visualizations project by aggregating, wrangling and calculating the metrics needed to support our world class visualizations. He took the lead using Alteryx to massage the data. During the internship, Brian has spearheaded the consolidation and merging of historical individual judge level data to enable and open up a whole new dimension to our algorithms and visualizations. He also took the lead on Large Language Models or Generative AI. His proactiveness, forward thinking and attention to detail has made my job so much easier. I would hire Brian in a heartbeat. I would highly recommend him for a Data Scientist, Data Analytics or Software Engineering role.
David Beck
I had the privilege of working with Brian Lin during his UCI Paul Merage Masters of Science in Business Analytics Capstone project and also as a Data Science intern. Brian emerged as a super star on the team. On numerous occasions, he went above and beyond the call of duty. For instance, he stayed up one night to think of: (1) What insights could we data mine not to just help startups, but also for Octane? (2) What would be valuable for a startup in their Capital Analytics report? (3) What data should the machine learning received for its training process? Also, during the Capstone project, he took the lead on the visualizations project by aggregating, wrangling and calculating the metrics needed to support our world class visualizations. He took the lead using Alteryx to massage the data. During the internship, Brian has spearheaded the consolidation and merging of historical individual judge level data to enable and open up a whole new dimension to our algorithms and visualizations. He also took the lead on Large Language Models or Generative AI. His proactiveness, forward thinking and attention to detail has made my job so much easier. I would hire Brian in a heartbeat. I would highly recommend him for a Data Scientist, Data Analytics or Software Engineering role.
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Credentials
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AWS Essential Training for Developers
LinkedInFeb, 2023- Sep, 2024 -
Data Science Team Lead Foundations (DS-TLF) Certificate
Data Science Process AllianceJan, 2023- Sep, 2024 -
Google Data Analytics Certificate
CourseraJan, 2023- Sep, 2024 -
Understanding Machine Learning
DataCampOct, 2022- Sep, 2024 -
Cleaning Data in R
DataCampJul, 2022- Sep, 2024 -
Data Analyst Associate
DataCampApr, 2023- Sep, 2024
Experience
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Octane OC
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United States
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Non-profit Organizations
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1 - 100 Employee
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Student Analyst
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Feb 2023 - Present
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UC Irvine
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United States
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Higher Education
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700 & Above Employee
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Student
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Jul 2022 - Present
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Justhings
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United Kingdom
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Architecture and Planning
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Intern
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Feb 2022 - Jul 2022
• Working as an analytical assistant for colleges and governments. Using web scraping and sentiment analytics to help colleges know better about their reputation through a popular app among college students, Dcard , PPT, and Facebook. • Using Tableau to help the origins committee generate graphs about originated students' trends. • Help the company to have a reservation for next year’s project from the origins committee. • Working as an analytical assistant for colleges and governments. Using web scraping and sentiment analytics to help colleges know better about their reputation through a popular app among college students, Dcard , PPT, and Facebook. • Using Tableau to help the origins committee generate graphs about originated students' trends. • Help the company to have a reservation for next year’s project from the origins committee.
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Soochow University
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Taiwan
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Higher Education
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700 & Above Employee
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Teaching assistant
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Jun 2021 - Feb 2022
● Former TA for system analyzing and data engineering. ● Re-employed as a TA for system analyzing(second time, different group of students) ● Former TA for system analyzing and data engineering. ● Re-employed as a TA for system analyzing(second time, different group of students)
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Zendesk
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Software Development
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700 & Above Employee
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Intern of IT department
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Jul 2020 - Sep 2020
● Taiwan branch Internship ● Responsible for Facebook management, implementing Zendesk FB Chat bot service, and uploading tutorial videos and posts to increase exposure. ● Served as the company's primary English-language contact for weekly marketing development and business development updates for the Taiwan division in contact with the Singapore division executive. ● Participated in the Shopify store renovation for Kanebo and Joyheart, a well-known Taiwanese manufacturer and contracted merchant. ● Selected as the only Taiwanese member to participate in the three-day Zendesk Bootcamp. Show less
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Alibaba platform operatior
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Jan 2019 - Jan 2020
● Part time, remote work ● Responsible for writing product descriptions, taking product photos, designing Winport interface, creating marketing plans, and bidding keywords. ● Optimized product descriptions and updated product videos, and in the second month, successfully promoted the company's products to the first page of search without keyword bidding. ● Coordinated the optimization of the marketing content based on the exposure and data, and accumulated a total of 200,000 product exposures in the store. ● Responded to inquiry letters and introduced products and services as the first line of contact regarding customer needs, and successfully closed three orders out of 20 letters. Show less
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Diamond Group
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India
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Real Estate
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1 - 100 Employee
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Intern
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Jun 2019 - Aug 2019
● Participated in sponsorship of club instructional activities, assisted in event planning, and led children in activities on event days. ● Liaised with 15 baseball clubs in China and was responsible for the production of invitations and brochures for baseball invitational tournaments and procurement activities. ● Responsible for collating the information of the contracted companies, and prepared briefings and reports for internal operations. ● Completed 4 projects, which included Puma's cell phone interactive application with RFID technology, Hutch baseball invitation event planning and invitation production, Hutch online store UI/UX design (WeChat account store), Hutch periodical design and production, and Mizuno sports shoes cell phone interactive application with RFID technology. Show less
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Alibaba Group
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China
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Software Development
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700 & Above Employee
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Assistant of sales specialist
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Jul 2018 - Jan 2019
● Client development, assisting sales to find company-related information or industry-related information. ● Assisted sales to sign up 4 manufacturers and renew 3 contracts. ● Assisted in product listing and product content renovation for Alibaba accounts. ● Responsible for meeting with more than 10 groups of Alibaba signatories, creating customized product content, customizing marketing and keyword bidding plans, and adjusting them according to product exposure data, effectively increasing sales volume by 13%. Show less
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Education
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University of California, Irvine - The Paul Merage School of Business
Master's degree, Business Analytics -
東吳大學
Bachelor's degree, Information management and computer science