MARK ANGELO F. RACCA

Lead DeveloperSenior Java DeveloperFull-Stack Developer

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Skills

Java
Spring Boot
Design Patterns
Microservices
Databases
Javascript
NodeJS
NextJS
React
AWS

Work Experience

ING Bank logo

Senior Java Engineer / Lead

Sept 2021 – Aug 2025

ING Bank

Engineered micro-services using Java, Spring Boot, and Apache Camel for the Wholesale Banking division, boosting transaction capacity by 1000% and integrating advanced risk analytics.

Home Credit Philippines logo

IT Java Developer Tech Lead

Mar 2019 – Aug 2021

Home Credit Philippines

Re-architected micro-services for the Digital Wallet and Credit Card Payment Gateway, significantly enhancing API performance and boosting the Android app rating from 2.3 to 4.8 stars.

2S

Senior Java Developer

Jan 2017 – Apr 2018

2Success, Inc.

Designed and developed full-stack middleware code and Back Office Systems to manage client transactions, promotions, and security using Java, Struts, and ExtJS.

Projects

LLM Tech Stack & Resource Orchestrator

LLM Tech Stack & Resource Orchestrator

System using Gemini LLM API to auto-generate optimized tech stacks and resource allocations.

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Retail Loan Approval Model

Retail Loan Approval Model

End-to-end ML pipeline automating credit risk assessment, achieving 0.88 F1-score.

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Used Car Price Data Pipeline

Used Car Price Data Pipeline

Medallion Architecture ETL pipeline reducing data prep time by 30% for predictive modeling.

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GenAI vs Real Image Classifier

GenAI vs Real Image Classifier

Vision model using CNNs, U-Net, and GANs trained on COCO to detect AI-generated images.

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Volunteer Work

Homebuilder GK

Homebuilder GK

We worked closely with local leaders and community members to erect sustainable, disaster-resilient homes for over fifty displaced families following the recent typhoons. This initiative wasn't just about mixing concrete and laying bricks; it was a deeply collaborative effort focused on restoring dignity and hope. Volunteers from all walks of life gathered on weekends, dedicating countless hours to painting walls, assembling roofing structures, and ensuring every new home met strict safety standards. The joy on the faces of the new homeowners during the turnover ceremony was an unforgettable reward.

Coastal Cleanup Drive

Coastal Cleanup Drive

The annual coastal cleanup drive brought together hundreds of enthusiastic volunteers dedicated to preserving our fragile marine ecosystems. Starting at dawn, our team combed the shoreline, meticulously removing tons of plastic waste, discarded fishing gear, and other hazardous debris that threaten local wildlife. Beyond just picking up trash, we conducted detailed waste audits to help researchers track pollution sources. This massive collective effort significantly restored the natural beauty of the coastline while fostering a strong sense of environmental stewardship among the participants.

Campus Support - Greeter, Wayfinder and Event Support

Campus Support - Greeter, Wayfinder and Event Support

Served as an ambassador of UCalgary and the GCEC conference and a friendly face GCEC delegates meet. Tasked with greeting and welcoming guests to the University of Calgary and to GCEC 2025. Conference attendees asks general questions regarding the Conference Sessions, Events, Campus, etc.

Youth Tech Mentoring

Youth Tech Mentoring

Recognizing the growing digital divide, we launched a youth tech mentoring program aimed at empowering high school students from underprivileged backgrounds. Over the course of six months, our dedicated team of industry professionals taught foundational programming concepts, web development, and essential digital literacy skills. The curriculum was highly hands-on, culminating in a hackathon where students built and presented their own functional websites. Watching these brilliant young minds transition from tech novices to confident creators has been incredibly inspiring and rewarding.