Experience

DataHawk

• Australia
• Transportation/Trucking/Railroad

• Analytics Engineer & Product Manager

  • Sep 2021 - Present

  Paris, Île-de-France, France Played a pivotal role in the collection and distribution of large-scale E-commerce data to customers through the following: - Transformed large-scale datasets from various sources (Web Crawling, API, ML Output) into seamlessly analyzable data. Distributed this data to customers via Snowflake Data Sharing. - Project-Managed a team of Data Engineers to ensure quality delivery of our flagship Data Connector product, and various Data Collection pipelines. - Transformed… Show more Played a pivotal role in the collection and distribution of large-scale E-commerce data to customers through the following: - Transformed large-scale datasets from various sources (Web Crawling, API, ML Output) into seamlessly analyzable data. Distributed this data to customers via Snowflake Data Sharing. - Project-Managed a team of Data Engineers to ensure quality delivery of our flagship Data Connector product, and various Data Collection pipelines. - Transformed Transactional and Events data to be used for Internal Analytics. Generated insights from this data to inform product direction. Also doubled as a Hiring Manager for the Analytics Engineering team, and a customer-facing Solutions Engineer. Show less



GCash (Mynt - Globe Fintech Innovations, Inc.)

• Philippines
• Financial Services
• 700 & Above Employee

• Data Science Manager

  • Mar 2018 - Sep 2020

  Bonifacio Global City, Metro Manila, Philippines Hired, trained, and managed a total of 6 data scientists and analysts. Saved over 700 million PHP (14.5 million USD) worth of potential losses due to fraud, allowing the company’s sustainable growth from 250,000 to 9 million monthly engaged users in 2.5 years. This was accomplished through automated Risk Evaluation scripts, including: - Supervised and Semi-Supervised Learning models (e.g. Name spam classification, Potential Referral Abuser classification) - User-level frameworks… Show more Hired, trained, and managed a total of 6 data scientists and analysts. Saved over 700 million PHP (14.5 million USD) worth of potential losses due to fraud, allowing the company’s sustainable growth from 250,000 to 9 million monthly engaged users in 2.5 years. This was accomplished through automated Risk Evaluation scripts, including: - Supervised and Semi-Supervised Learning models (e.g. Name spam classification, Potential Referral Abuser classification) - User-level frameworks (e.g. Consolidated Risk Score, Identity Resolution Network, Cashflow Network) - Hard-coded fraud detection scripts (e.g. Promo Abuse detection) Also pushed for data democratization and enablement by deploying internal Shiny applications and facilitating a company-wide Data University initiative. Show less



BDO Private Bank Inc

• Banking
• 100 - 200 Employee

• Treasury Dealer

  • Sep 2017 - Nov 2017

  Makati, Metro Manila Completed the Treasury Certification Program, earning a license to trade financial derivatives.



Uber

• Türkiye
• Advertising Services
• 100 - 200 Employee

• Compliance Operations Intern

  • Jun 2016 - Aug 2016

  Bonifacio Global City, Philippines Identified and resolved several pain points in driver applications for legal documents. Migrated and cleaned existing data on backlogged applications.