Brian Frechette Email & Phone Number

West Hartford, Ct, Us

East Hartford, Connecticut, United States

East Hartford, Connecticut, United States

- Trained a random forest machine learning model to predict engine shop visit cost with 90% accuracy for use in maximizing revenue over engine contract- Refactored app’s ETL process to reduce runtime by 98% by identifying and replacing inefficient Python code with SQL- Performed engine failure time analysis by fitting field data to Weibull probability distributions to assess engine design improvements relative to their expectation

East Hartford, Connecticut, United States

- Developed analytic to recommend cost-optimized engine work scopes to maintenance engineers by extracting current engine data, work scope benefit estimates, and engine life requirements- Automated process to generate and email engine data report to maintenance engineers when an engine needs maintenance, providing an estimated time savings of 5 hours per engine event- Leveraged full-stack software development via Agile, Git, and Django (Python, JavaScript, HTML, ORM) to deploy Python / SQL based analytics, using common data libraries (NumPy, pandas, scikit-learn, SciPy, Matplotlib, seaborn)

West Hartford, Connecticut, United States

- Developed thermal system models using Engineering Equation Solver (EES) to design and analyze legacy and prototype environmental control systems (ECS) in response to new business requests (RFP, RFQ, RFI)- Wrangled performance analysis data and generated relevant data visualization to highlight stakeholders’ key interests- Communicated with external stakeholders to clarify requirements and present current status and final output

West Hartford, Connecticut, United States

- Designed test automation tool to digitize data storage, eliminate human error, and reduce test turn-around time using macros with Excel VBA- Modified VB script to automatically create custom templates for CAD engineering drawings in CATIA V5

Storrs, Ct

- Responsible for imaging computers, installing, and maintaining hardware/software for UConn staff on Windows and MacOS- Assisted users to reset passwords, check network connectivity, manage Active Directory accounts- Maintained appropriate records, ticketing system, and communications to ensure proper tracking of necessary support tasks

Manchester, New Hampshire

- Kept electric one-line diagrams, Outage Management System, Energy Management System up to date- Submitted markups to update Geographical Information System and further ensure consistency of the tools relied on daily- Verified accuracy of external contingency plans to ensure grid reliability

Master'S Degree, Computer Information Technology, 4.0/4.0

Bachelor Of Science - Bs, Mechanical Engineering, 3.85/4.0