Ryan M. Email & Phone Number

United States

Greater Philadelphia Area

Lead development of GPU cluster utilizing on-premise machines and Kubeflow to allow Machine Learning Researchers to develop ML training pipelines utilizing GPU resources

Sunnyvale, California

Third CORE Technology Rotation And Launch Position -- Baymax Data ScienceDeployed architecture to allow for automatic data ingestion and machine learning model trainingUtilized Big Data tools such as Spark, Sparkling Water, Hadoop (on Cloudera), Databricks, and H2O to gather/analyze data and build ML modelsCreated solution for processing, scrubbing, and verifying data from streaming and batch sourcesUsed Scala and Python to run Spark applicationsWrote extensive Object-Oriented Python code for Spark-Submit jobs for a swath of projectsArchitected solutions using the Luigi library (as well as a custom job-scheduling framework similar to Luigi) for Python to create robust end-to-end ML pipelinesPerformed a variety of data processing tasks, such as joins/unions/intersections and calculations of derived features for use in ML processesSet up DriverlessAI on Linux (CentOS, Ubuntu, etc) servers in AWS and locally for the team so that they could maximize performance of their modelsProcessed unstructured log data into structured JSON objects to fit in to the Spark Dataframe API; this processed data was used across the team for a variety of modelsDeveloped models to predict when customers were experiencing TV-related problems using RDK log data to help proactively troubleshoot issuesContainerized MLFlow models with Docker and Seldon to create low-latency REST API interfaces for model predictionsJoined Fun Committee to help plan and organize recreational office events

Greater Philadelphia Area

AI/ML Platform (AMP) TeamSet up Kubernetes deployments on bare metal clusters and AWS to run ML models and pipelines (such as streaming feature transformation and data source ingestion)Created API Endpoints to handle requests from applications to models deployed in Kubernetes to identify proactive repair solutions for customers while reading features from a dynamic Online Feature Store (in Redis)Lead creation of Lambda Labs GPU clusters to allow fellow Data Scientists to leverage Kubeflow to train ML models using either CPUs or GPUsDeveloped self-service portal to allow researchers to manage and deploy their own ML models and related web APIsHandled Customer Privacy Protection requirements and implementation for the teamPerformed troubleshooting and operation tasks during on-call schedule

The Career Opportunities and Rotational Experiences (CORE) Technology Program is an accelerated learning program that rotates early-career software engineers into three different teams across Comcast and NBCUniversal

Mt. Laurel, New Jersey

Second CORE Technology Rotation -- Network Engineering Analytics TeamImplemented solution to analyze strength of Corporate WiFi and detect problemsDevised automated system to validate data population of integral traffic analytics systemsUsed C++ (standard and Microsoft Visual), Python, and Objective C to produce analytic programs

Englewood Cliffs, New Jersey

First CORE Technology Rotation -- Incident Security Response TeamDeveloped cyber security solutions in C# and .NET for security analysts to useWrote program to automatically track corporate travel to foreign countries and alert security personnelDesigned Web Portal to record and track security incidents that occurred throughout the companyMade web and back-end programs to assist in the cyber security space.

Villanova, Pa

Tutor for the following college Math and Computer Science courses:Discrete Structures; Algorithms and Data Structures 1, 2, and 3; Computer Systems 1; Calculus 1 and 2

West Chester, Pennsylvania

Continued work from Internship through the FallWorked on a stand-alone dashboard using "dashing.js" to relay relevant information to the teamHelped to maintain the user guide for the application

West Chester, Pennsylvania

Worked in Development Operations environmentDeveloped application in Ruby on RailsProgrammed in JavaScript (generally through CoffeeScript)Utilized Ajax techniquesWorked with Twitter BootstrapExperienced the Agile Development ProcessFollowed the practices of Test Driven DevelopmentWorked with multiple RubyGems including Capistrano, DelayedJob, Unicorn, etc

Assisted in setting up server for company building Assisted with Computer Aided Design (CAD) programs for operation of saws and design of fittings and tooling Provided customer assistance by preparing orders and checking pricing Assisted in recording the movement of inventory from receipt of goods to shipping and billing Reviewed the impact of inventory control in the accounting process

Supervised the pool and deck areas of the park Ensured the safety and well-being of all patrons Enforced park rules in a professional manner Responded to emergency situations Cared for injuries, sudden illnesses, and other medical emergencies Trained and certified in first aid and CPR

Master Of Computer Science (Mcs), Computer Science, A

Master's of Computer Science in Data Science: https://cs.illinois.edu/academics/graduate/professional-mcs/online-master-computer-science-da.

Bachelor Of Science, Computer Science, Chinese, Asian Studies, Business

Activities and Societies: Service Learning Community, Student Facilitator, Fourth Hour Council Representative, Service Council.

Education record

Activities and Societies: National Honors Society, American Legion Jersey Boy's State, New Jersey State Police Trooper Youth Week