- Experiment with LLMs to create POCs for client use cases e.g. AI-powered chat bots for scalable, personalized customer services

- Led the ETL of pre-aggregated datasets in Clickhouse to Apache Superset, improving dashboard load time by 110%.- Created dashboards with automated calculation of growth metrics via dynamic Jinja SQL queries, reducing work time by 50%.- Developed pre-sales and post-sales reports, helping clients determine distribution opportunities based on market share and regional presence in the Philippines

- Created an HTML map of BPI and external partner branches to identify strategic partnership opportunities, expanding BPI's area reach. Presented results to the BPI Executive Committee, leading to on-ground outreach.- Proposed and presented the following project prototypes during the Ideathon:1. Chat GPT-powered Retirement Chatbot aimed at encouraging the unbanked population to open retirement plans/accounts with BPI.2. Implementation of churn models and DiCe methodology to offer personalized BPI services to high-earning clients, reducing churn rates. Presented these projects to BPI's Head of Data Science & Analytics.

- Maintained relationship of UP CURSOR to corporations and other non-profit organizations.

- Reached out to prospect speakers of UP CURSOR's annual flagship event, Computer Science Summit (CSS), a 5-day seminar-workshop event geared towards showcasing Philippine technology for the nation

- Communicated with prospect speakers for the 1st and 2nd iterations of CURSOR++, UP CURSOR's internal workshop geared towards professional, technical, and soft skills development

- Scraped JSON data of 45,000 product listings from e-commerce websites in the Philippines using HTTP requests.- Ingested, preprocessed, and analyzed data using pandas, LDA topic modeling, text clustering, Matplotlib graph plotting, and pytrends API, revealing an opportunity cost of Php 101 million in sales revenue.

- Serve fellow Computer Science students by addressing their concerns through actionable steps- Collaborate with fellow EFC officers and representatives in conducting activities towards the welfare preservation of the freshmen of UP Diliman College of Engineering

- Proposed relevant and financially sustainable solutions to Coconut Printing, a small business that offers different types of printing such as silkscreen, digital, and sublimation

- Recommended possible organizational and corporate partners, as well as possible sponsors to the UP Consulting Group

- Headed the Records Committee and ENGGage '22's Ambassadorship Program consisting of 50+ ambassadors

- Engaged in the preparation and implementation of the OWN Future Fair, a global career exploration event with over 3000 signups from 30 different countries.- Former member of the Public Speaking/ Content Creation Team, the Community Building Team, and the Mental Health Team.- Managed teams for projects such as the Perspectives Podcast, 'What If?' Instagram Lives, and Movie - Game Night.

- Created graphic visualizations and designs according to the ideas of clients given a list of Terms & Conditions.

- Assisted students in comprehension and completion of Kumon Math worksheets (preschool to senior high school difficulty level)