# Andy Ventura

> Full Stack Engineer | Data Pipeline Architect | Former Intern at Amazon, IBM Security & CoffeeSpace | UCLA Computer Science

Location: San Francisco, California, United States
Profile: https://flows.cv/andyventura

Full Stack Engineer with proven experience building scalable systems that handle millions of daily requests. Specialized in architecting data pipelines and ETL processes, combining deep backend expertise with modern frontend development.

Previously engineered solutions at Amazon, where I built data pipelines processing 1M+ daily requests with 99.99% uptime, and at IBM Security, where I developed high-performance RESTful APIs serving 100K+ daily users. Led technical initiatives that reduced query response times by 65% through strategic database optimization and caching implementations.

Currently pursuing Computer Science at UCLA with a perfect 4.0 GPA while running HealthTech Navigator, where I've implemented HIPAA-compliant data solutions processing terabytes of medical records. Passionate about leveraging technology to solve healthcare accessibility challenges and improve patient outcomes.

Technical expertise: Full-stack development (React.js, Node.js), Data Engineering (dbt, Airflow, Kafka), Cloud Infrastructure (AWS, Docker, Kubernetes), and Database Systems (PostgreSQL, MongoDB, Redis, Snowflake).

automations are everywhere :)

## Work Experience
### Software Engineer @ CoffeeSpace
Jan 2024 – Jan 2024

### Software Engineer @ Amazon
Jan 2023 – Jan 2023 | Seattle, Washington, United States
Drove development of enterprise-scale data infrastructure solutions.

Led architecture and implementation of data pipeline handling 1M+ daily requests with 99.99% uptime
Optimized data warehouse performance through advanced query optimization and infrastructure improvements
Implemented comprehensive testing and monitoring framework for ensuring data quality across pipeline stages
Developed full-stack monitoring dashboard using React and D3.js for real-time pipeline metrics visualization

### Software Engineer @ IBM
Jan 2022 – Jan 2023 | Armonk, New York, United States
Engineered secure, high-performance backend systems for enterprise security solutions.

Architected RESTful APIs and microservices using Node.js/Express, handling 100K+ daily authenticated requests with 99.9% uptime
Achieved 90% code coverage through automated testing pipeline while reducing deployment time by 30% via CI/CD optimization
Designed scalable PostgreSQL schema with Redis caching layer, cutting query response times by 65%
Built responsive admin dashboard using React and Material-UI, reducing monitoring overhead by 40%

### Software Engineer @ RippleMatch
Jan 2021 – Jan 2022
Developed core infrastructure for career matching platform.

Engineered and maintained PostgreSQL data models for user matching system optimization
Built real-time event processing pipeline using Kafka, handling 500K+ daily events
Implemented efficient ETL processes for user analytics data collection and processing
Enhanced matching results interface using modern JavaScript and CSS techniques


## Education
### Bachelor of Science - BS in Mathematics and Computer Science
UCLA
Jan 2020 – Jan 2024


## Contact & Social
- LinkedIn: https://linkedin.com/in/andy-ventura

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Source: https://flows.cv/andyventura
JSON Resume: https://flows.cv/andyventura/resume.json
Last updated: 2026-03-20