Marvin Mananghaya
Data Engineer
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolMarvin Mananghaya is a Data Engineer with a decade of experience building production data infrastructure and ML pipelines, currently enabling data science at Munich American Reinsurance Company in New York City. He combines an MS in Urban Informatics from NYU with hands-on expertise in Kafka, Spark, Airflow, Delta Lake, and cloud data warehousing to deliver scalable ingestion, processing, and automation solutions. His background spans consulting across financial services, retail, telecom and government, plus analytics roles where he dramatically cut report runtimes and operational costs through automation. An Insight Data Science fellow, he built Tw0rdz—an end-to-end slang analysis system that used TF-IDF, Jaccard and Levenshtein methods to surface conversational entities for product recommendation. He’s particularly interested in ML systems, Data/MLOps and NLP-driven entity resolution, bringing a mix of academic rigor and pragmatic engineering to complex data problems.
10 years of coding experience
2 years of employment as a software developer
edXBSc Management of Financial Institutions, Finance, General, BSc Management of Financial Institutions, Finance, General at De La Salle UniversityMaster of Science - MS, Applied Urban Science and Urban Informatics, 3.9, Master of Science - MS, Applied Urban Science and Urban Informatics, 3.9 at NYU Center for Urban Science + ProgressColegio San Agustin - Makati
Filipino, English
Github Skills (4)
astronomy6
data-access5
visualization4
data-visualization3
Programming languages (1)
Github contributions (5)
havok2063/introtoflask
May 2016 - Jun 2016
Contributions:34 commits in 24 days
havok2063/SQLAlchemy-boolean-search
Mar 2016 - May 2016
Contributions:13 commits in 2 months
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