Kevin Casado Email & Phone Number

New York, Ny, Us

San Francisco, Ca, Us

ML Platform:Worked on the team responsible for real time ML Serving infrastructure at Twitter.Compute:Helped Kubernetes compute team to stand up Kubernetes clusters in on-premise datacenters.

Marina Del Rey, Ca, Us

ML:Designed and Implemented feature storage for analysts and data scientists using a combination of Pyspark and Redshift for compute with S3 and Athena for storage. Designed and Implemented MLops infrastructure in using Kubeflow for orchestration and H2o for model development. Data:Designed and Implemented processing of kafka topics from backend microservices using spark streaming for compute and delta tables on s3 for storage. Migrated Airflow from Elastic Beanstalk onto Kubernetes

Los Angeles, Ca, Us

Worked on pipelines that used PySpark to ETL ad data and output to S3, Redshift, and Snowflake to serve ensemble machine learning model. Worked on pipelines that ingest cost data from various vendors through rest apis into internal redshift database. Maintained Internal tools for monitoring using datadog. Migrated pipelines that used AWS Data Pipelines and onto kubernetes using docker.Migrated Redshift workloads onto Snowflake.

El Segundo, Ca, Us

Implemented 3 projects using NLP, Computer Vision and Time Series Analysis.Used Python and Lua for modeling with Tensorflow, Torch, and Sci-Kit Learn and Pyspark or Pandas for ETL.Implemented REST APIs in flask for model serving

Pasadena, Ca, Us

Senior Capstone in which I was the architecture and input processing lead. Used, Java, mySQL openCV, Python, MATLAB and bash scripting to detect salient features given a mars image from the HIRISE satellite.