I am Vincent Pisano, a dedicated AI Engineer and Data Scientist with a strong background in machine learning and generative AI. I specialize in deploying AI chatbots with retrieval-augmented generation (RAG) capabilities, building GenAI agents, and developing scalable data analytics solutions across healthcare and insurance domains. With proven leadership skills, I have successfully built and led analytics teams and managed complex projects involving large healthcare datasets. I thrive on solving real-world problems by applying advanced machine learning techniques including BERT-based NLP models, and I am proficient with cloud platforms and modern data tools. My goal is to leverage AI and data science to drive impactful outcomes in healthcare, financial services, and technology sectors, continuously advancing my skill set and contributing to innovative projects.

Vincent Pisano

I am Vincent Pisano, a dedicated AI Engineer and Data Scientist with a strong background in machine learning and generative AI. I specialize in deploying AI chatbots with retrieval-augmented generation (RAG) capabilities, building GenAI agents, and developing scalable data analytics solutions across healthcare and insurance domains. With proven leadership skills, I have successfully built and led analytics teams and managed complex projects involving large healthcare datasets. I thrive on solving real-world problems by applying advanced machine learning techniques including BERT-based NLP models, and I am proficient with cloud platforms and modern data tools. My goal is to leverage AI and data science to drive impactful outcomes in healthcare, financial services, and technology sectors, continuously advancing my skill set and contributing to innovative projects.

Available to hire

I am Vincent Pisano, a dedicated AI Engineer and Data Scientist with a strong background in machine learning and generative AI. I specialize in deploying AI chatbots with retrieval-augmented generation (RAG) capabilities, building GenAI agents, and developing scalable data analytics solutions across healthcare and insurance domains. With proven leadership skills, I have successfully built and led analytics teams and managed complex projects involving large healthcare datasets.

I thrive on solving real-world problems by applying advanced machine learning techniques including BERT-based NLP models, and I am proficient with cloud platforms and modern data tools. My goal is to leverage AI and data science to drive impactful outcomes in healthcare, financial services, and technology sectors, continuously advancing my skill set and contributing to innovative projects.

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Work Experience

AI Engineer, Engineering at Abacus Insights
January 1, 2025 - Present
Deployed a generative AI chatbot with retrieval-augmented generation and user upload capabilities used by over 100 users. Developed a testing platform for response accuracy and relevance utilizing Mosaic AI LLM judges. Created GenAI agents across data mart domains combining text2SQL queries, documentation RAG, and MCP tools. Designed standard operating procedures for transfer of Subject Matter Expert tasks into MCP server tools, data, and context.
Engineer, Product at Abacus Insights
December 31, 2024 - September 4, 2025
Served as Customer Success Technical Lead for claims data migration for a major state-level payer. Developed a Medicare risk scoring Python library and maintained CI/CD pipelines across client Databricks environments. Built GenAI agent for the Risk Adjustment domain with MCP tools and retrieval-augmented generation features.
Data Scientist at Vori Health
December 31, 2023 - September 4, 2025
Developed organization-wide analytics including product, billing, operations, clinical, and external partner data. Scaled the Analytics Team from one to five members including data engineers and junior analysts. Implemented BERT-based large language models for PHI masking and named entity recognition tasks on patient clinical notes.
Data Scientist at Consumer Medical
December 31, 2022 - September 4, 2025
Led engineering team responsible for an Elastic Search engine indexing 2 million physicians used by specialized patient support teams. Developed physician expertise and quality metrics from over 20 billion insurance claims, which generated $500k revenue and about $1 million cost savings in the first year. Created and deployed multi-class machine learning classifiers to predict physician specialty and implemented real-time NLP search pipelines. Developed a machine learning tool for optimizing insurance networks generating $65k revenue in the first quarter.
Clinical Data Analyst at Mersana Therapeutics
December 31, 2020 - September 4, 2025
Created a validated, fully automated data pipeline between clinical databases and secure analysis servers. Provided real-time reporting for executive and clinical teams. Oversaw contract research organization oncology data management for FDA compliance.
Clinical Researcher at BWH, Mass General, McLean Hospitals
December 31, 2016 - September 4, 2025
Conducted clinical research across multiple prestigious hospitals involving relevant data collection and analysis. Supported clinical trials and research protocols.

Education

M.Sc. Computer Science, Machine Learning at Georgia Institute of Technology
January 1, 2019 - January 1, 2023
B.Sc. Biology at Northeastern University
January 1, 2008 - January 1, 2012

Qualifications

Add your qualifications or awards here.

Industry Experience

Healthcare, Financial Services, Life Sciences, Software & Internet, Professional Services