Data Scientist

Brian Farrelly

Lemont, IL ***** 630-***-**** *****.********@*****.***

www.linkedin.com/in/brian-farrelly-data-science/ www.brianfarrelly.com http://github.com/brianfarrelly

Data Scientist

Results-oriented data scientist with a strong background in technology and extensive experience in data mining, predictive modeling, and data analytics. Skilled in utilizing machine learning algorithms to extract actionable insights and drive informed business decisions. Proficient in Python, SQL, and various statistical modeling tools. Experience

TOM TIE Tech Amazon · Feb 2024 - Present · Bolingbrook, Illinois, United States ·

• Providing tech support on tools such as Automated License Plate Reader and Remote Gate Management for Amazon Trucking operations.

• Ownership of all existing systems and technology that are part of Trucking Gate and yard operations as well as approved systems that have not yet been implemented.

• Monitoring processes through systems and technology to identify deviation from standard work.

• Pilot test updates to exiting tools and implementation of new hardware, software, meras, and computer instrumentation.

• Deep dive and identify process improvement opportunities in using the yard and gate technology effectively to help the TOM team be more efficient and reduce process time.. Data Science Student, Data Science Immersion Program, Thinkful

• Proposed and executed an A/B test comparing malignant and benign biopsy results using the Wisconsin diagnostic dataset.

• Performed exploratory data analysis (EDA) and developed predictive models using Random Forest and XGBoost.

• Conducted EDA and developed a predictive model for estimating the weight of fish using machine-friendly data.

• Utilized PCA and cluster analysis techniques.

• Completed EDA and developed a convolutional deep learning network using Python, Keras, and TensorFlow.

Development Engineer, Windstream (formerly US LEC) – 2 years

• Managed and improved the company's billing software, optimizing performance and uptime of database systems.

• Improved system uptime from 95% to 99.9% and documented setup processes for Apache and MySQL servers.

Software Engineer, Computer Associates – 5 years

• Developed back-end software solutions, including a Java applet front-end web interface for an enterprise software product.

• Implemented IPsec VPN protocol standards and ported web access management software.

Education

DePaul University, Chicago, IL BS in Computer Science

Contact this candidate