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Work Experience
Software Engineer
NLP Logix•  February 2022 - April 2022
Conducted sensitivity analysis on an sklearn MLPClassifier model using Pandas to create new test features to see if removing relative mean features improved predictions of the model compared to the original dataset. - Ran ETL processes using Airflow with Directed Acyclic Graphs (DAGs) on a schedule to deliver productionready models to clients and retrain development models. - Debugged POST requests sent to an AWS EC2 instance containing the sklearn MLPClassifier model returning request errors and creating more business logic for common errors for development purposes.
Embedded Systems Engineer
May Mobility•  January 2021 - October 2021
Wrote undergraduate thesis in Device Verification Tool coded in Python and C to help the Tech Support team and Test and Validation team confirm the correct configuration and firmware of all sensors and embedded devices on all cars in production through middleware protocols and embedded health monitors. - Used CANalyzer and other CAN tools to analyze CAN log information and perform statistical analysis for long-term battery quality assurance.
Angular & AWS Developer
Htc global services•  February 2020 - April 2020
Developed State of Michigan's Crime Victims form in Angular, with an single-factor authentication page, allowing for better security and privacy for crime victims. - Hosted new Angular App on AWS EC2 Instance running on an NGINX Web Server, with the authentication page ran by a Java Security Microservice.
Java & R Developer
Florida Blue•  January 2019 - January 2020
- Assisted with the Event Bus Project, an Event Pipeline with an Avro serializer built in Java which used Kafka to partition data from multiple domains, ensuring a better, secure, and real-time experience for clients. - Built a Batch Application in Java to validate data transferring from Hadoop Database to MongoDB, ensuring quality assurance of clients' Personal Health Information (PHI). - Created a univariate time series model in Florida Blue's RStudio Connect to forecast prolonged run times for total of 10 ETL, EDW, & MongoDB batch jobs and determine the crucial factors slowing batch processes.
Education
Kettering University (GMI)
Computer Science, BS•  July 2018 - June 2022
Minor in Applied Mathematics