Shane Caldwell Email and Phone Number

Automating hacking with ML, starting with application security

- Developed APIs for a suite of custom computer vision models.- Created and maintained CI/CD for model deployment- Responsible for all MLOps for the organization

- Co-led data science and data engineering teams with Principal Data Scientist- Responsible for architecting and developing computer vision pipeline for object detection and tracking through terabytes of video- Developed and maintained APIs for the above models- Implemented ClearML and an ML Ops workflow for the team.

Acquired by UniGroup in 2021.

- Developed and implemented deep learning computer vision model to be run on mobile devices- Developed predictive models for estimating operational schedules- Completed a variety of data mining and ETL tasks

- Developed machine learning classifiers to detect a variety of network attacks and send notifications to cloud based management tool- Lead developer of application to handle remote server management

- Performed network and web application penetration tests- Built out custom tools to automate web vulnerability testing and to ensure consistent reporting to clients- Developed custom Linux distribution for use in teaching web application penetration testing for the US Cyber Challenge

Worked with internal development team using Java to build a pipeline to migrate old data to a new system and created a testing framework to confirm data integrity.

Managed grading and held teaching sessions for a variety of subjects, including: -Intro to Python-Bioinformatics-Econometrics-Biostats-Intermediate Microeconomics-Introductory Statistics

Summer internship working on an independent research project, analyzing gene expression data for patients with different genotypes. Employed various data mining methods for preprocessing and performed differential expression with linear modeling.