Marco Villalobos

Experience

1. Software Architect

   Beyondai

   Jan 2020 — Present · Glendale, CA, US

   Hands-on Software Architect for the cognitive AI cloud-based SaaS product \"LUMINAI Refinery Advisor\" and a stealth citizen development platform. Also, assisted other teams with software architecture and systems design.\\\\n\\\\nDelivered architecture for both products using Attribute Driven Design 3.0 methodology. This involved\\\\n* Determining architecturally significant requirements.\\\\n* Documenting quality attribute scenarios, constraints, concerns, designs, and design decision, architectural patterns, reference architectures, and architecture diagrams.\\\\n* Research and development, and proof of concepts.\\\\n\\\\nSoftware engineering accomplishments:\\\\n* Implemented our data-pipelines in multiple products using Apache Flink.\\\\n* Implemented a programming language in ANTLR that supports expression evaluations of time-series data.\\\\n* Lead the engineering effort for many of our backend Spring Boot microservices.\\\\n* Designed cloud-agnostic architecture deployable to AWS or locally completely within Docker containers. This allowed the team to quickly iterate upon and validate distributed design concepts, as well as improve our developer experience with a choice between local, containerized, or cloud-based execution.\\\\n* Mentoring developers in programming, Java, Docker (Containerization), Python, and software architecture.\\\\n\\\\nThis project uses Amazon Elastic Map-Reduce (EMR), Apache Flink, Apache Kafka, Apache Parquet, Influx DB, Java, JDBC, JPA, NodeJS, React, Spring Boot, Spring Data, PostgreSQL, Python, ActiveMQ, Amazon S3, Redis.\\\\n \\\\n\\\\n \\\\n \\\\n\\\\n \\\\n

Education

• Schurr High School

  High School Diploma

• UC Irvine

  B.S.

  1996 — 1999

• Pasadena City College

  A.A.

  1992 — 1995