Claudia Gusti

Experience

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  PT.Onda Mega Industri

  May 2018 - Nov 2019

  Sales Intern

  - Identified market opportunities, resolved customer complaints as assigned by managers - Researched prospective new accounts, created regular newsletters, and worked on new digital marketing campaigns - Analyzed and properly processed product returns, assisting customers with finding alternative merchandise to meet needs

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  DBS Bank

  Jun 2018 - Aug 2018

  Treasury Intern

  - Created business unit expense control & wire reports - given to management for statistic analysis and budgeting- Used financial analysis to determine the profitability of business units - Produced tables/graphs with Microsoft Excel to give users valuable account information

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  Quincy Jones Productions

  May 2020 - Aug 2020

  Media Planning Intern

  - Developed and executed artist brand communication strategy for ASHER across multiple platforms (digital, multimedia, marketing/sales materials)- Managed paid ad campaigns for ASHER across Instagram, Facebook, and Google, generating 500K targeted impressions in total- Oversaw content creation (shoots, interviews, videos, etc.) for EP rollout across social media, newsroom, and paid media

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  MyCTOFriend

  Jun 2020 - Dec 2020

  Business Development Intern

  - Identify, generate and advance leads for B2B Marketing- Organize and maintain a CRM network - Initiate and monitor sales through cold email campaigns

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  Activist Artists Management

  Jan 2021 - May 2021

  Digital Marketing Intern

  - Used storytelling techniques, interpreted data, and assessed trends to build appropriate charts, graphs, infographics to show campaign assessment- Established a new brand guideline for Dead and Company and integrated design elements into social media feed, increasing engagement by 11.5%

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  Deloitte

  May 2021 - Aug 2021

  Data Science Intern

  -Standardized ETL processes and tools to automate data extraction and manual reporting, reducing 400 man hours across the entire operation.-Logged 250% efficiency in ETL spec completion time.- Developed a statistical models using machine learning algorithms for predicting loan default for individual credit accounts

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  RPA

  Jan 2022 - May 2022

  Research, Analytics and Insights Intern (Web Analytics)

  - Clients: Honda, ARCO - Created dashboards on Tableau, Adobe Analytics and Google Analaytics to monitor more than 50 key performance indicators on Honda's website performance to provide significant insights into factors impacting online results- Developed A/B testing roadmap and cadence for rapid online improvement and learning- Provide quick turnaround responses to ad hoc data queries- Cleaned, analyzed 100,000 data points to create Tableau dashboards to present with C-suite actionable insights to improve specific car model sales for Honda- Assist in tag management within the data layer and and user acceptance testing of site tags in order to maintain integrity across multiple sources of data from Honda.com Show less

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  Telesign

  May 2022 - now

  - Design an ML pipeline, from data extraction and preprocessing to utilizing a combination of unsupervised and supervised ML algorithms for outlier (fraud) detection.- Utilized AWS cloud solutions to scale and optimize data processing pipelines, accelerating ETL processes by 40% and enabling seamless integration of real-time data streams, resulting in a 60% reduction in time-to-insight.- Development of internal tools for deployment such as an automated cluster labeling tool by ensembling outlier pyod detection algorithms and also through a supervised meta learning approach Show less

  • Data Scientist

    Aug 2022 - now

  • Product Management Trainee

    May 2022 - Dec 2022
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  Loyola Marymount University

  Sept 2022 - now

  • Developed custom computer vision algorithms, leveraging state-of-the-art pose estimation techniques utilizing Vision Transformers such as ViTPose, to achieve precise and real-time detection of human poses, enabling instant feedback and correction for practitioners.• Employed transfer learning and model optimization techniques to streamline model training and deployment, reducing inference time by 40% and enabling seamless integration into real-world scenarios.• Designed and conducted comprehensive data collection efforts, capturing a diverse dataset of yoga practitioners in various environments and lighting conditions, enabling the model to generalize effectively and adapt to real-world scenarios. Show less

  • Graduate Researcher (Machine Learning)

    May 2023 - now

  • Graduate Researcher (Machine Learning)

    Sept 2022 - May 2023
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  University of California, Berkeley

  Sept 2023 - now

  AI Researcher

  - Lead the development and implementation of sophisticated reinforcement learning architectures, specifically tailored for Large Language Models (LLMs) in the context of clinical AI for learning in high-dimensional action spaces

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  Rocket Companies

  Apr 2024 - now

  Data Scientist