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Vincent Martellacci

@vincentmartellacci

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Senior data analyst leveraging machine learning and scalable data architectures to drive business insights.

United States

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What I'm looking for

I seek a role using scalable data systems and machine learning to deliver actionable insights, within collaborative teams focused on impact and growth.

I am a Senior Data Analyst with a strong Computer Science background and hands-on experience delivering data-driven solutions across industry settings.

I develop and implement data models, algorithms, and statistical analyses to solve complex business problems, and apply machine learning and predictive modeling to enhance decision-making.

I have built scalable data architectures, ETL pipelines, and optimized query performance using technologies such as Hadoop, Spark, AWS, and SQL databases, while supporting data scientists and cross-functional teams.

I am committed to continuous learning, contributing to open-source projects and volunteering my analytics skills to nonprofit causes, with certifications including CISSP and CITPM.

Experience

Work history, roles, and key accomplishments

Current

Senior Data Analyst

Current

DataTech Solutions

Jun 2022 - Present (3 years 8 months)

Apply advanced data analytics and machine learning to extract insights from large-scale datasets, develop data models and pipelines, and present actionable recommendations to stakeholders.

Python SQL Machine Learning ETL Data Modeling Pandas TensorFlow AWS

Software Developer

TechSolutions Inc.

Sep 2021 - May 2022 (8 months)

Developed and maintained software applications using Python, Java, and JavaScript; conducted code reviews and participated in agile delivery to improve code quality and resolve defects.

Python Java JavaScript Code Review Agile Debugging SQL REST APIs

Data Engineer

InfoSys Corporation

May 2020 - Aug 2021 (1 year 3 months)

Designed and implemented scalable data architectures and ETL pipelines for large datasets, ensured data quality and optimized query performance to support analytics teams.

Hadoop Spark Kafka Hive ETL SQL MySQL AWS

Data Science Intern

AnalyticHub Technologies

May 2019 - Aug 2019 (3 months)

Assisted in data cleaning, feature engineering, and building predictive models using Python and SQL; contributed to data visualization and reporting for projects.

Python SQL Data Cleaning Data Visualization Tableau

Education

Degrees, certifications, and relevant coursework

University of Florida

Doctor of Philosophy, Computer Science

2020 -

Activities and societies: Thesis project on big data analytics for predictive maintenance; research presentations to industry professionals.

Pursuing a Ph.D. in Computer Science focused on big data analytics and predictive maintenance, with research and project work applied to industry datasets.

Florida State University

Master of Science, Computer Science

2018 - 2020

Activities and societies: Graduate projects in machine learning and data processing; collaboration with peers on applied analytics assignments.

Completed a Master of Science in Computer Science with coursework and projects in machine learning, data engineering, and large-scale data processing.

University of Central Florida

Bachelor of Science, Computer Science

2014 - 2018

Activities and societies: Undergraduate coursework in programming, databases, and algorithms; participated in projects and internships relevant to data analytics.

Earned a Bachelor of Science in Computer Science with foundations in programming, algorithms, and database systems supporting subsequent data engineering roles.