About me

Product Analyst with 4+ years of experience building scalable ML and NLP systems for large-scale data enrichment and product development in the field of mobile gaming. Proven track record in delivering production-ready pipelines using Python, scikit-learn, and OpenAI’s GPT models. Career highlights include launching a stand-alone ML-powered taxonomy product and automating high-impact analytics workflows, generating $400K+ in revenue. Adept at cross-functional collaboration, technical documentation, and supporting non-technical stakeholders. Passionate about applying LLMs and data-driven strategies to solve real-world problems, and making innovative and memorable games.

Experience

Work

  1. Product Analyst, Gaming (ML & AI Focused)

    Sensor Tower

    Nov. 2020 — Present

    At Sensor Tower, I conducted research to identify emerging mobile gaming trends. I also collaborated with various departments, including data science, marketing, and engineering, to define relevant data and ML modeling needed, establish efficient communication with clients, and track development. I also implemented various custom scripts using Python, Ruby, and MongoDB to streamline manual workflows for non-technical colleagues and increase overall productivity.

  2. Company Founder

    Dragonfruit Cleaning

    Jul. 2023 — Nov. 2024

    I founded a House Cleaning Business for San Jose homeowners, and am responsible for managing the company website, creating blog content, and developing automation tools to optimize our company workflows.

  3. Research Data Analyst

    Center for Peace and Security Studies

    Jan. 2019 — Sep. 2020

    I worked at the Machine Learning for Social Science Lab (MSSL). Some of the projects I worked on include evaluating MSSL’s temporal tagger against other leading taggers and creating an ontology mapping for MSSL’s named entity recognizer.

  4. Data Science Instructional Assistant

    UC San Diego Cognitive Science Department

    Mar. 2019 — Dec. 2019

    I led weekly discussion sections to enhance student understanding of data science techniques and concepts and machine learning algorithms. Afterwards, I received positive feedback from 80% of the students I tutored.

  5. Android Developer

    FelicityCBT

    Sept. 2018 — Sept. 2019

    I assisted in the Android development of the start-up’s mental health app. More specifically, I developed UI and UX changes and managed the Firebase database.

  6. Research Assistant

    Language Comprehension Lab

    Dec. 2017 — Sept. 2018

    I designed and conducted online behavioral experiments in JsPsych. One of my experiments was demoed at an international linguistics conference in 2018. I also used R and Python to analyze data.

  7. Math Tutor

    Early Academic Outreach Program

    Aug. 2017 — May 2018

    I tutored high school students in AP mathematics, and coordinated events aimed at encouraging these students to pursue a higher education.

  8. Android Developer Intern

    TheTalkList, LLC.

    Aug. 2017 — Jan. 2018

    I collaborated with an international team to test, develop, and implement UI changes in their Android tutoring app. At the end of my internship, I was distinguished amongst my cohorts by receiving a personal compliment from the CEO himself, who recognized my communication and problem-solving skills in debugging the app.

Education

  1. Georgia Institute of Technology

    2024 — Present

    M.S. Computer Science

    Coursework Includes: Machine Learning, Artificial Intelligence, Robotics, Game Development

  2. University of California, San Diego

    2016 — 2020

    B.S. Cognitive Science, w/ Specialization in Machine Learning and Neural Computation

    Coursework Includes: Machine Learning, Artificial Intelligence, Data Structures & Algorithms

Projects

Contact

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