Luigi Acorda
@luigiacorda
Data Engineer building AWS Glue + Spark pipelines for global payments at scale.
What I'm looking for
Data Engineer with 4+ years building production data pipelines and backend services for global payment platforms. My recent focus at Samsung Electronics centered on AWS Glue, Apache Spark, and Spark SQL, with daily ETL workloads serving analytics teams and BI reporting on Samsung Pay's card transaction activity.
On the data side, I proposed and led a migration of an analytics ETL workload to two serverless AWS Glue PySpark pipelines, retiring a legacy Java cron-based service. The ingest pipeline converts hundreds of thousands of JSONlines event files (5+ GB/day) from S3 into partitioned Parquet, cutting downstream storage and transfer footprint by 80%+. The transformation pipeline runs Spark SQL on that Parquet output, populating a star-schema data mart in AWS RDS MySQL feeding Tableau dashboards. I owned both Glue pipelines end-to-end: dimensional modeling, JSON schema drift, dedup/null/type checks, and staging validation against Elasticsearch logs before production cutover.
Across the stack into backend, I was sole maintainer of a Couchbase-backed data service distributing card transaction data to 10+ Samsung Pay microservices, where I led a zero-downtime SDK migration retiring a deprecated client. Alongside that, I developed and maintained 10+ Java/Spring Boot REST microservices integrating Samsung Pay's global payment platform with Visa, Mastercard, and Amex, sustaining millions of transactions per minute.
Currently completing the DataCamp Data Engineer certification, expected May 2026. Based in Metro Manila, open to remote international roles. Reach me at acordaluigi@gmail.com.
Experience
Work history, roles, and key accomplishments
Migrated an analytics ETL workload to a serverless AWS Glue PySpark pipeline, tuning DPU allocation to minimize runtime cost and retiring a legacy Java cron-based service. Built Parquet-based, partitioned ingest from large JSONlines event files, reduced storage/transfer footprint by 80%+, delivered star-schema data marts for Tableau, and owned a Couchbase-backed data service supporting 10+ payment
Junior Java Developer
InnoVantage, Inc.
Mar 2020 - Sep 2021 (1 year 6 months)
Reduced API response times from 600ms to under 200ms by rewriting SQL queries, refactoring Spring Boot code, and adding indexes. Built and operated a Spring Boot microservice with validated REST endpoints, Docker/Kubernetes manifests, and Helm charts across dev, staging, and production.
Research Assistant
Center for Language Technologies, De La Salle University
Sep 2018 - Oct 2019 (1 year 1 month)
Developed LDA topic models and XGBoost classifiers in Python for personality prediction research. Built a PHP web app for participant intake and preprocessing to support downstream modeling workflows.
Education
Degrees, certifications, and relevant coursework
DataCamp
Data Engineer Certification, Data Engineering
2024 -
Currently completing the DataCamp Data Engineer Certification, expected May 2026.
De La Salle University - Manila
Bachelor of Science, Computer Science (Software Technology)
2015 - 2019
Grade: Dean’s Lister (A.Y. 2016–2017)
Earned a B.S. in Computer Science with a major in Software Technology at De La Salle University Manila, graduating in 2019.
De La Salle University Manila
B.S. in Computer Science, Software Technology
2015 - 2019
Grade: Dean’s Lister (A.Y. 2016–2017)
Earned a B.S. in Computer Science (Major in Software Technology). Named Dean’s Lister for A.Y. 2016–2017.
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