Patrick O'Connell Email & Phone Number

East Brunswick, New Jersey, US

• Building machine learning models leveraging diverse data sets and APIs to enhance analytics and drive strategic insights for internal and external clients.
• Used Generative AI to extract summaries and relevant topics from large numbers of documents by calling GPT3 via an API while providing examples to the model via engineered prompts that ensured the results could be.
• Used Sentence Similarity with Hugging Face language models to identify documents of interest by matching tens of thousands of text fields to label(s) of interest.
• Designed Mapbox interactive maps in Power BI by downloading map shape files and data via the census API, geocoding addresses, and wrote them to a MySQL database on AWS.
• Implemented Natural Language Processing (NLP) ETL data preprocessing pipeline and models to analyze and summarize large amounts of conversational data and reports using Python and State of the Art Large Language Models.
• Wrote Machine Learning extensions in Python for an open-source data analytics, reporting and integration platform.

New York, NY, US

• Taught Data Science for Enterprise clients. This involves teaching new content, reviewing student work and providing one-on-one guidance to ensure student success, including enterprise business projects which are being.
• Reinforcement Learning was the most important topic that was not covered in the DSI course. My final capstone project explored this area by creating an algorithm that could teach itself to play a game. A second (brute.
• Completed client project that used social media to identify areas impacted by natural disasters. This was designed to help agencies like FEMA, working with non-profits, to identify and provide help to people in need..

New York, New York, US

• Researched automating KYC Adverse Media Screening using NLP. Designed and implemented enterprise applications using SQL databases and web services.
• Reviewed different options to implement Natural Language Processing (NLP) Adverse Media Screening for KYC (Know Your Client). Created proof of concept using Open Source Software to identify risk factors such as money.
• Created generic JavaScript library using TypeScript that encapsulates a NoSQL database to provide local storage of JSON objects and web service connectivity to any HTML UI. This allows a browser-based application to.
• Completed design and implementation of database, web services, and desktop applications for Investment Banking.
• Worked with external vendors, such as Microsoft, and various corporate technology teams to resolve serious system issues.

CH

Developed software solutions for insurance applications including Predictive Modeling (Analytics).While working on a Predictive Modeling application, proposed an automated integration test tool and successfully convincing all the stakeholders (management, QA etc) of the value of the project. Implemented the tool, which executed 15,000 tests, ensuring model.

M.S., Computer Science

B.E., Engineering

Certificate, Data Science