Machine Learning Data Visualization

Arvin Kenneth Salas

Cell: 760-***-**** *****************@*****.*** LinkedIn GitHub

TECHNICAL SKILLS

Coding [Python, SQL], Data Manipulation[excel, NumPy, pandas,, SciPy], Statistics/Statistical Analysis, Data Visualization [matplotlib, seaborn, Tableau], Databases [MySQL, SQLite], Supervised & Unsupervised Machine Learning

[regression, classification, clustering, anomaly detection, dimensionality reduction], Data Modeling [Scikit-Learn, keras, TensorFlow], Machine Learning Pipeline[Scikit-Learn], Machine Learning System [linear regression, logistic regression, decision tree, random forest, KNN, xgboost]

TECHNICAL PROJECTS

DIABETES PREDICTION GitHub

MODEL WHICH PREDICTS IF A PERSON HAS OR WILL GET DIABETES 2023

● Streamlined feature engineering, and data cleaning processes using custom functions to be applied on train and test data seamlessly.

● Performed NLP & built model on multiple columns by concatenating the feature with feature engineering products/columns to create a better model.

PROFESSIONAL EXPERIENCE

Data Maintenance Specialist Option Care Bannockburn, IL

● Compiled and processed physician data, ensuring accuracy and regulatory compliance to support compensation decisions for over 200 healthcare professionals

● Managed over 60 user-based requests daily, demonstrating strong analytical skills by consistently meeting stringent timelines and improving response efficiency by 30%

● Implemented rigorous verification processes for DEA and physician licenses, enhancing patient safety while aligning with compliance requirements in a fast-paced environment 2020-Present

Administration Intern Little Sisters of the Poor Chicago, IL 2020

● Developed assessment tools and reports for nursing administration, facilitating data-driven decision-making that improved operational efficiency by 25%.

● Organized and maintained residents' medical records for MDS, streamlining access to essential information for the healthcare team to enhance service delivery.

● Assisted in documenting new procedures and workflows within the facility, contributing to process improvement initiatives that reduced administrative errors by 15%. EDUCATION & TRAINING

Coding Dojo Data Science Certificate 2023

Loyola University Chicago BS in Healthcare Administration Chicago, IL TECHNICAL SKILLS

Coding [Python, SQL], Data Manipulation[excel, NumPy, pandas,, SciPy], Statistics/Statistical Analysis, Data Visualization [matplotlib, seaborn, Tableau], Databases [MySQL, SQLite], Supervised & Unsupervised Machine Learning

[regression, classification, clustering, anomaly detection, dimensionality reduction], Data Modeling [Scikit-Learn, keras, TensorFlow], Machine Learning Pipeline[Scikit-Learn], Machine Learning System [linear regression, logistic regression, decision tree, random forest, KNN, xgboost]

Contact this candidate