Anthony Zamot
Philadelphia,PA
Summary
Meticulous Data Scientist accomplished in compiling, transforming and analyzing complex information through software. Expert in machine learning and large dataset management. Demonstrated success in identifying relationships and building solutions to business problems.
Overview
4
4
years of professional experience
Work History
Data Scientist
Battelle Memorial Institute
09.2023 - Current
- Created semantic search functionality where it vectorize, indexed and searched within a particular database.
- Automated data entry from given directories to import into the database.
- Developed and tuned hyperparameters for stable diffusion models alone.
- Created synthetic LRRK2 gene cell images for potential drug discovery.
- Automated repetitive tasks using scripting languages such as Python, saving time during the analytical process significantly.
- Evaluated emerging technologies to assess potential applications within the organization''s existing infrastructure or future projects.
- Streamlined data collection methods to minimize analysis errors.
- Conducted thorough exploratory data analyses for robust model building.
- Researched Natural Image Quality Evaluator (NIQE) and developed a POC on how it will be useful in evaluating synthetic images.
- Spearheaded the curation of large datasets from multiple sources, ensuring data accuracy, consistency, and completeness.
- Utilized Gaussian Process Regression and Autoencoders to analyze CO2 sequestration data and accurately predict expansion trends, enhancing predictive modeling capabilities for carbon storage solutions.
- Applied piecewise regression and spline regression techniques to accurately map CT values between systems, enabling data transfer in DICOS format and ensuring interoperability and consistency across platforms.
- Created dashboards and visualization using powerBI to communicate findings.
Software Engineer Co-Op
Battelle Memorial Institute
05.2023 - 09.2023
- Created three different GAN models that generate specific substances (Powder, Solid, Liquid) within a masked area in an imported image
- Made a GUI that utilizes the models to create your own newly generated synthetic data from imported images of your choosing
- Generating synthetic data allows you to increase the number of examples from a static dataset
- Analyzed proposed technical solutions based on customer requirements.
- Created REST API endpoints for project needs using python fastapi library.
- Developed reusable components that significantly reduced development effort on multiple projects.
Swarm Artificial Intelligence Rover Project - Senior Project
Lockheed Martin-Penn State Abington
Abington
01.2023 - 05.2023
- Collaborated with the development team to ensure the product was built according to specifications
- Communicated the swarm intelligence mission to over20 members using agile methodologies
- Implemented artificial bee colony algorithm for various robots to achieve autonomous movement
HS Power Program Intern
DHS S&T, Transportation Security Laboratory
Atlantic City, NJ
05.2022 - 01.2023
- Worked on optimizing hyperparameters to numerous ML & DL models for energetic substance classification
- Worked with IMS (Ion mobility spectroscopy) data to train1DCNN,2DCNN, LSTM, Linear Regression, and Random Forrest models
- Applied metrics to evaluate the performance of ML & DL models
- For example, ROC curve, classification report, and confusion report
- Provided essential support to team members, enabling them to focus on achieving their objectives more effectively.
- Conducted thorough research and analysis to support decision-making processes for program improvements.
Automatic Text Summarization Research Project
The Pennsylvania State University, Abington, PA
Abington, PA
09.2022 - 12.2022
- Familiarized myself with ATS concepts and algorithms
- Learn and implement NLP algorithms to establish the main differences
- Key concepts I learned text processing(tokenization, lemmatization & stemming), POS tagging, Sentiment Analysis, Language Modeling
Software Application Development Intern
Holtec International Inc
Camden, NJ
06.2021 - 08.2021
- Developed MVC and MVVM designs for applications
- Developed IOS application using MVVM framework
- For a nuclear inventory management system
- Worked on ASP:NetCore framework to create REST API
Education
Bachelor of Science - Computer Science
The Pennsylvania State University
Abington, PA05.2023
Skills
- Languages: HTML, Python, Java, C, Swift, C#, R
- Others: Pandas, HDFS, Scikit-learn, Docker, Keras, Pytorch, GPytorch, Optuna, HuggingFace
- SQL databases
- Statistical analysis
- Natural language processing
- Anomaly detection
Languages
Spanish
Native or Bilingual
English
Native or Bilingual
Timeline
Data Scientist
Battelle Memorial Institute
09.2023 - Current
Software Engineer Co-Op
Battelle Memorial Institute
05.2023 - 09.2023
Swarm Artificial Intelligence Rover Project - Senior Project
Lockheed Martin-Penn State Abington
01.2023 - 05.2023
Automatic Text Summarization Research Project
The Pennsylvania State University, Abington, PA
09.2022 - 12.2022
HS Power Program Intern
DHS S&T, Transportation Security Laboratory
05.2022 - 01.2023
Software Application Development Intern
Holtec International Inc
06.2021 - 08.2021
Bachelor of Science - Computer Science
The Pennsylvania State University
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