Abeneil Magpantay
@abeneilmagpantay
Computer science graduate focused on ML/AI, data engineering, and production-ready software systems.
What I'm looking for
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.
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.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Website
abeneilmagpantay.vercel.appJob categories
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