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Sean V. Saliga
[email protected]
7272189394
Clearwater, Florida, 33761, United States
Profile

Junior Engineer and Undergraduate Researcher with a strong background in Python (+5 Years), Machine Learning, and Data Analytics (+2 Years). Proficient with Large Datasets, Data Visualization, Feature Engineering, etc.

Education
Bachelor’s of Science, University of Florida
08/2020 – 05/2023 | Gainesville, Florida

3.84 GPA; Physics; Math Minor; Gator Motor Spots; Society of Physics Students

Primary Skill Set
Python & Machine Learning (ML)

- Made 2 ML Packages (more below)

- SciKit Learn, Keras (+3 Years)

- XGBoost, Tensorflow (+2 Years)

- SQL, Google BigQuery (+1 Years)

Database Skills

- Excel: Physics research, various simulations, personal projects

- Datasets: Kaggle, Hugging Face, SKLearn, SQL queries in Python

Kaggle / Data Science (DS)

- Best Competition: 99th Percentile

- Avg. Competition: ~70th Percentile

- Over 50 contributions per month

- Completed 6 ML/DS Courses

Python ML Packages/Projects
ML Tools: Custom ML/Data Analytics Toolset
12/2023 – Present

Designed due to a need for streamlined ML Pipelines, this package offers tools for data filtering, automatic feature engineering, Neural Network optimizers, model hyperparameter optimization, Ensemble tools, and more.

MCNets: Monte Carlo Machine Learning Package
08/2022 – Present

Sole developer of this ML/AI package written in Python. Offers a variety of models including fully customizable Neural Networks, Autoencoders, and some custom models. In part due to the Monte Carlo training algorithm, the models have minimal overfitting. These models have even successfully learned Chess, Snake, and more.

Professional Experience
Jr. Electrical Engineer, Electronic Design Associates (EDA)
05/2023 – Present | St. Pete., Florida
  • •Expedited a 1-2 year backlog of circuit development, approximately saving 1 year of time for EDA
  • •Uncovered & fixed 2 fatal flaws in existing circuits & schematics, saving over $750 in prototypes
  • •Used spectrum analyzers to perform many noise tests on custom transformers used for medical power supplies, overall improving the design by reducing noise and upholding safety standards.
  • •Operated in the aeronautical and medical industries; worked with standards such as IEC 60601
  • •Inventoried & ordered components for PCBs; created kits that streamlined assembling PCBs
  • •Read and reviewed numerous schematics, datasheets, bill of materials, and other documents
    • Research Assistant, University of Florida
    08/2021 – 05/2023 | Gainesville, Florida
  • •Independently gathered silicon optical data from fourier spectrometers, then transformed and analyzed data
  • •Assembled 2-3 optical table setups and used a ~100W laser for testing 3 Faraday Isolator crystal candidates
  • •Simulated and optimized 2 alternate LIGO optical layouts for beam power, accuracy, and practicality
    • Certifications
    Awards
    Dean's List, University of Florida

    Received after 4 of 6 semesters for having >3.75 GPA: Fall 2020, Fall 2021, Spring 2022, Fall 2022

    Other Sites

    GitHub: SciCapt LinkedIn: Sean Saliga Kaggle: SciCapt My Page: SciCapt.Github.io