Open to opportunities

Bryan Kim Bauyon

@bryan_bauyon

Licensed chemical engineer transitioning to data science, delivering actionable insights with Python, SQL, and BI tools.

Philippines

Message

What I'm looking for

I am seeking remote roles where I can apply data analysis and ML to drive business decisions, collaborate cross-functionally, and continue growing technical expertise.

I am a licensed Chemical Engineer turned Data Scientist/Analyst combining engineering discipline with practical data skills in Python, SQL, Power BI, and Tableau.

I have applied statistical methods and machine learning to real-world problems, improving manufacturing yield by 5% and reducing defects by 10% while supporting cross-functional continuous-improvement efforts.

My project work includes loan default and heart disease prediction models, BI dashboards for real estate and e-commerce, and data-cleaning competitions that demonstrate strong feature engineering, model evaluation, and visualization capabilities.

I thrive in collaborative, remote work environments, prioritize clarity and continuous learning, and hold a Data Science & AI Professional Certificate and a Python Data Associate credential.

Experience

Work history, roles, and key accomplishments

Data Science Trainee

Xaltius Academy

Apr 2025 - Oct 2025 (6 months)

Completed a project-based Data Science and AI professional certificate covering Python, SQL, Power BI, Tableau, and machine learning with applications in finance, healthcare, real estate, and e-commerce.

Python SQL Power BI Tableau Machine Learning Data Cleaning Model Evaluation

Process Technical Engineer

Samsung Electro-Mechanics Philippines

Jan 2024 - Apr 2025 (1 year 3 months)

Conducted data-driven experiments to optimize MLCC production parameters, improving yield by 5% and reducing defects by 10% while maintaining production monitoring and process documentation.

Excel Statistical Analysis Root Cause Analysis Process Optimization Data Tracking Pareto Analysis

Education

Degrees, certifications, and relevant coursework

Xaltius Academy

Professional Certificate, Data Science and AI

2025 - 2025

Activities and societies: Completed hands-on projects across Finance, Healthcare, Real Estate, and E-Commerce.

Completed a project-based Data Science and AI Professional Certificate covering Python, SQL, Power BI, Tableau, and Machine Learning from Apr 2025 to Oct 2025.