Mark Filus Email & Phone Number

Pittsburgh, Pa, Us

Pittsburgh, Pennsylvania, Us

Creating dashboards and spreadsheets used daily to understand the performance of various areas of the product, and the productivity of multiple teams using Looker (Tableau alternative), SQL, Data Build Tool (DBT), and Google Cloud BigQuery.Troubleshooting and resolving issues on Linux machines to unblock peers.Automating generation of slide decks (with 100s of slides) using Google's Apps Script (JavaScript).Evaluating the autonomous vehicle software through road event triage, simulation triage, and sim. scenario creation. Exceeding production targets in all pipelines.

Pittsburgh, Pa, Us

Department of Biomedical Informatics (DBMI) - Setting up a CI/CD pipeline with Bitbucket to test the code, and deploy to AWS. - Developing a scalable web app on AWS that uses ElasticBeanstalk, S3, RDS, etc. that allows users to perform prediction using pretrained models, and training their own model with a variety of algorithms. - Documenting all procedures for deployment and development of a web app. - Performing data retrieval, preprocessing, and analysis. - Using Python with machine learning and data science packages such as Sci-kit Learn, Keras, Pandas, and NumPy to train, optimize, and compare models using SVM, naive nayes, logistic regression, KNN, deep learning, etc. - Training models on High-Performance Computing (HPC) linux cluster. - Visualizing data and ROC curves in Jupyter Notebook and scripts using matplotlib. - Writing manuscripts to be submitted for publication in academic journals. - Communicating results to and interacting with PI in a timely manner.

Pittsburgh, Pa, Us

Department of Computational and Systems Biology- Used Python to write an application that uses web scraping to retrieve data about the department's hundreds of publications for display on the website.- Discovered and fixed vulnerabilities in department web pages.- Troubleshot various problems with hardware and software on desktop and rack mounted computers running Linux, Windows, and macOS.- Helped faculty and students resolve issues with running Python on desktops, and on the Linux cluster.- Compiled, installed, and configured software on rack mounted servers, and desktops.- Developed a custom WordPress plugin, developing and modifying WordPress themes and pages using PHP, CSS, HTML5.- Gathered information about the Linux cluster using bash scripts for our inventory list and to display on the website.

Pittsburgh, Pa, Us

- Developed a web app for visualizing genetic data using R with Shiny.- Configured Shiny web server software on Ubuntu Linux.- Used git for version control.

Pittsburgh, Pennsylvania, Us