flynn.gg

Christopher Flynn

Machine Learning
Systems Architect,
PhD Mathematician

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Résumé


Contents


Education

Stevens Institute of Technology

Lehigh University


Professional Experience

SimpleBet

Real-time machine learning systems for sports betting

Director of Machine Learning Systems - November 2019 - Present
Machine Learning Systems Architect - April 2019 - November 2019

Tilting Point

Analytics platform for 30+ mobile games

Senior Data Engineer - August 2018 - April 2019
Data Engineer - April 2018 - July 2018

Mitosis Games

Magic Meadow

Data Scientist/Data Engineer - Feb 2017 - March 2018

Zynga - Rising Tide Games

Black Diamond Casino & Vegas Diamond Slots

Data Scientist - May 2016 - Jan 2017

Verizon Wireless

Customer churn prediction

Data Science Intern - Summer 2014

MIT Lincoln Lab

Direction-of-arrival estimation algorithms

Advanced Sensors Intern - Summer 2011, 2012, 2013

URS Corporation

NYC bridge infrastructure consulting

Structural Engineer - July 2009 - Dec 2010


Personal Projects

PyPIStats.org Star

OTPSpectate


Open Source

Authored

Contributed


Publications


Technical Experience

Code
Python, Go, Java, Elixir, Rust, GDScript (Godot), C# (Unity), Bash, Scala, MATLAB, C++, R, Javascript
Database
Redshift, PostgreSQL, MySQL, Redis, SQLite, DynamoDB, BigQuery, Databricks {Spark, Hive, Parquet, Delta Lake}, Athena (Presto), Aurora
Web
Python {Tornado, Flask, Django, aiohttp, Gunicorn}
Go {http, httprouter, Gin}
Java {Jersey, Jetty}
static {Jekyll, Hugo}
Cloud
AWS {S3, Route53, EC2, ECS, Elasticache, Elastic Beanstalk, Kinesis Firehose, RDS, API Gateway, Lambda, Cloudformation, Cloudfront, Cloudwatch, SES, SNS, SQS, ACM, IAM, DynamoDB, Secrets Manager, DMS}
Google {Cloud Storage, BigQuery, Firebase, Kubernetes}
Data Science/Machine Learning
Python {jupyter, numpy, scipy, pandas, matplotlib, scikit-learn, statsmodels, torch, etc.}, Apache Spark, Google Analytics, Aster Teradata, Databricks, Apache Superset, MLflow
ETL
Celery {beat, Flower}, Apache Airflow, Spark Structured Streaming, Apache Kafka
Operations
Git/GitHub, Jenkins, Travis-CI, circleci, Docker, Docker Compose, Kubernetes, Terraform, Helm, nginx, Supervisor, Packer, codecov.io, coveralls, readthedocs
Monitoring
Prometheus (& pushgateway), Grafana, Locust, ELK (Elasticsearch, Logstash, Kibana), Cloudwatch, Sumo Logic, DataDog, Jaeger
Misc
SQL, Vault, Slack, Unity, Trello, SWRVE, Jira, Wrike, Target Process, Zenhub, Sifter, \( \LaTeX \), Swagger, Sphinx-docs, cloudcraft