Summary
Miguel Abreu is a Senior Lead AI Engineer and software architect with over a decade of experience building scalable, high-throughput systems and ML-driven products across companies like Royal Caribbean Group, AWS, Google, and OfferUp. He designs end-to-end data and clickstream pipelines, production-grade ML/ML-Ops solutions, and latency-optimized services that have halved p90 response times and supported massive QPS. Equally fluent in cloud-native infra (S3, Kinesis, Flink, Databricks) and developer productivity (code generation, IaC, runbooks), he blends hands-on engineering with team leadership and operational ownership. His background includes academic teaching in algorithms and an MS in CS with a machine learning specialization, which informs a pragmatic approach to feature engineering, privacy-by-design, and retrieval-augmented systems. Outside corporate roles he runs a consulting company and has a track record of accelerating cloud adoption and automating release workflows that reduced release times by 75%.
10 years of coding experience
16 years of employment as a software developer
Master’s Degree Computer Science Specialization in Machine Learning, Master’s Degree Computer Science Specialization in Machine Learning at Georgia Institute of Technology
Bachelor of Science (BS) Computer Science, Bachelor of Science (BS) Computer Science at University of Havana, Faculty of Mathematics and Computer Science
English, Spanish