◾ Improved an existing Streamlit document annotation tool to output labelled templates needed by the in-house OCR engine and deployed the tool to the Azure Kubernetes Service◾ Web-scraped data with beautifulsoup to produce a handwriting training dataset ◾ Fine-tuned multiple pre-trained Transformer-based Optical Character Recognition models on Azure to minimize the model character error rate (CER) and word error rate (WER)

◾ Lead a team of 4 in conducting various studies on the Ateneo de Manila Organization Culture◾ Provided consultations to 2 organizations in improving their data collection and analysis systems◾ Performed a Market Research Survey that garnered 300~ responses and presented insights to 56 student organizations using visualizations from Tableau ◾ Assessed the success of Ateneo’s annual organizational Recruitment Week using evaluation form data (300~ responses) and sign-up data from 56… Show more ◾ Lead a team of 4 in conducting various studies on the Ateneo de Manila Organization Culture◾ Provided consultations to 2 organizations in improving their data collection and analysis systems◾ Performed a Market Research Survey that garnered 300~ responses and presented insights to 56 student organizations using visualizations from Tableau ◾ Assessed the success of Ateneo’s annual organizational Recruitment Week using evaluation form data (300~ responses) and sign-up data from 56 student organizations by comparing it to previous years’ data in order to provide actionable recommendations Show less

◾ Deployed existing ML Proof of Concepts on Google Cloud Platform (GCP)◾ Created a Dashboard for Management, utilizing an ETL Pipeline and creating Google BiqQuery (GBQ) Views ◾ Implemented GCP Functions to routinely transfer data from Airtable to GBQ◾ Generated plots of Philippine Road networks for a Geospatial blog

◾ Directing the operations of the entire organization of 270 members in an online setting. ◾ Facilitated the officer transitioning, planning, and evaluation seminars for 22 officers in 8 departments.◾ Collaborated with officers to further refine existing communication and documentation practices.

◾ Oversaw all member engagement and formation activities of an organization with 240 members. ◾ Supervised CompSAt's monthly member gathering attended by an average of 30 members, which had improved attendance and evaluations compared to the previous years. ◾ Organized CompSAt’s preparatory course attended by around 60 new Computer Science majors. ◾ Redesigned CompSat’s family systems that were carried over to the next term.