Open to opportunities

Abeneil Magpantay

@abeneilmagpantay

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Computer science graduate focused on ML/AI, data engineering, and production-ready software systems.

Philippines

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What I'm looking for

I seek a role where I can apply ML/AI and data engineering skills to productionize models, improve data quality, and work in collaborative agile teams with strong CI/CD and deployment practices.

I am a computer science graduate with hands-on experience building production-ready ML/AI systems, data pipelines, and web applications. I have delivered RAG knowledge assistants, MLOps pipelines, and data warehouses using tools like LangChain, XGBoost, BigQuery, and dbt.

In internships and projects I reduced bug backlogs, improved model accuracy, and cut analyst dependency through automation and tooling; notable outcomes include a 30% reduction in bug backlog, 86% model accuracy for a betting engine, and sub-second query latency for a document Q&A system.

I collaborate effectively in small agile teams, contribute to CI/CD and containerization efforts, and prioritize reliable, well-tested deployments and data quality to produce measurable business impact.

Experience

Work history, roles, and key accomplishments

Software Developer Intern

Fillr

Jul 2025 - Aug 2025 (1 month)

Reduced bug backlog by 30% through debugging and optimizing core React/PHP/MySQL modules, containerized the application with Docker to improve deployment consistency, and improved team workflows within a 4-member agile team.

React MySQL Docker Git CI CD

Education

Degrees, certifications, and relevant coursework

Ateneo De Naga University

Bachelor of Science, Computer Science

2022 -

Pursuing a Bachelor of Science in Computer Science at Ateneo De Naga University with coursework and projects in software development, data engineering, and machine learning.