ABOUT ME

Work Experience

11/2022 - Present

Data Scientist

EarthLabs, Inc.

Core Data Scientist in finance-related applications. Assistant Data Scientist in mining/geospatial applications
Cloud / High Performance Computing specialist with Amazon Web Services (AWS) platform
Developed multiple specialized tools for Cloud Computing, Data Processing, Machine Learning (ML) and Natural language Processing (NLP) for use in multiple company projects / products such as CEO.CA

11/2022 - Present

Data Scientist

CEO.CA

Performs Alternative Data Processing
Utilizes AWS, HPC, Geospatial Data Preparation (QAQC)
Conducts Machine Learning and Quantamental Development / Analysis

05/2022 - 08/2022

Data Scientist (Capstone Research Consultant)

Rappler, Inc.

Utilized Gibbs Sampling Dirichlet Multinomial Mixture (GSDMM) and other unsupervised learning models for Natural Language Processing (NLP) Problems such as Text Clustering
Applied the optimized Support Vector Machine (SVM) model for multi-lingual sentiments analysis
Performed Statistical Analysis to solve Big Data Problems for single node machine setups and lower-power workstations
Here are the tools I used: PostgreSQL (Data Warehouse), Scikit-learn, Python Data Science Stack (Pandas, Numpy, Matplotlib etc.), Word2Vec, TFIDF, WordNet, NLTK, GSDMM (Custom clustering module),Custom built Stemmers (TagSA).

05/2020 - 05/2022

Information Technology Specialist

Ojamit Enterprise

Performed Operating Systems (OS) maintenance for company machines
Built a Mini Weather Station for the company’s internet center using Arduino Prototyping boards
Installed network extension equipment and coordinated with key Internet service provider (ISP) technicians to point out defects and track repairs

06/2019 - 08/2019

Audit and Assurance Intern

P&A Grant Thornton

Performed Comparative Financial Statement Analysis
Performed Anomaly Detection for Audit functions
Demonstrated abilities to coordinate with key firm officials and business executives
Tools used: Excel (Occasional Macros), Voyager, IDEA

Education

2027

University of Strathclyde

Master of Science (MSc) Applied Statistics in Finance

This is a Applied Statistics Master's degree with a specialization in Financial Applications. We receive specialized training and education in Statistical Finance, Econometrics, Time Series Analysis and Quantitative Methods / Research for Finance.

I was awarded the prestigious Faculty of Science Scholarship for excellent achievements.

The university was founded in Glasgow, Scotland, United Kingdom in 1796 as 'a place of useful learning'. Strathclyde is a leading technological University with around 30,000 students from more than 140 nations.

2022

Asian Institute of Management

Master of Science in Data Science

This is a Master's Degree with a combination of Computer Science, Machine Learning and Statistics.

Asian Institute of Management's (AIM) Data Science Program is Top 3 in Far East Asia according to Eduniversal.

"AIM is the first school in Southeast Asia to receive accreditation from the US-based Association to Advance Collegiate Schools of Business (AACSB), globally recognized as having the world's highest standards."

2020

Ateneo de Davao University

Bachelor of Science in Accountancy

Activities and societies: AdDU COMELEC (Chairperson, Technological Commissioner), Junior Philippine Institute of Accountants (Member), G-Harmonics (Musician/Pianist)Activities and societies: AdDU COMELEC (Chairperson, Technological Commissioner), Junior Philippine Institute of Accountants (Member), G-Harmonics (Musician/Pianist)

Generalist field; Covers Accounting and Finance Disciplines, Information systems, Information technology, finance, economics and All Mathematics related to finance/business (e.g. Business Calculus, Probability and Statistics, Management Science, Financial modelling etc)