Lee Falin

Scientist & Storyteller

Curriculm Vitae

Education

  • PhD Genetics, Bioinformatics, and Computational Biology Virginia Tech: 2011

  • Bachelor of Science in Computer Science University of Illinois Springfield: 2005

Academic Appointments

  • Adjunct Faculty of Computer Science University of the Cumberlands: 2023 – Present

  • Faculty of Computer Science BYU-Idaho: 2020 – 2021

  • Assistant Professor of Computer Science Southern Virginia University: 2017 – 2018

  • Visiting Faculty of Computer Science BYU-Idaho: 2015 – 2017

  • CS/EE Adjunct BYU-Idaho: 2014 – 2015

  • Bioinformatician EMBL–European Bioinformatics Institute: 2012 – 2014

  • Research Assistant, Tyler Lab Virginia Bioinformatics Institute: 2006 – 2011

University Courses Designed & Taught

  • Machine Learning
  • Software Design and Development
  • Procedural Programming in C++
  • Object-Oriented Programming in C++
  • Data Structures & Algorithms in C++
  • Introductory Programming in Python
  • Introductory Programming in Java
  • Database Systems with PostgreSQL
  • Theory of Computation
  • Unity Game Design
  • Client-Side Web Development
  • Server-Side Web Development
  • Essential of Gamification
  • Games for Learning & Simulation

University Citizenship Assignments

  • Digital Literacy Committee – SVU
  • Course design council – BYU-Idaho
  • AI Faculty Mentor – BYU-Idaho

Publications / Conference Presentations

Languages

  • English: Native Proficiency
  • Brazilian Portuguese: C1 Proficiency
  • Spanish: B1 Proficiency

Selected Industry Experience

Freelance App Developer / Data Scientist

Jul 2008 – Present

  • Used the CRISP-DM process model to develop custom heuristic algorithms and statistical methods to help clients solve data analysis, data visualization, and other machine learning problems, using a mix of custom algorithms and off-the-shelf libraries, including pandas, NumPy, matplotlib, scikit-learn, TensorFlow, and keras.

  • Used Python to create a custom data processing and machine learning pipeline for a CAD software company to allow for enhanced metadata recognition and textual analysis.

Lead Data Scientist - Featurespace

Sep 2022 – Mar 2023

  • Led a team of data scientists working to develop analytics and machine learning solutions targeted at the detection and prevention of financial crime and fraud for a variety of financial institutions.

  • Coordinated a variety of process improvement initiatives across various regions of our analytics division, including documentation and process improvement initiatives, and programs to shorten on-boarding time for new data scientists.

  • Led team in adopting best practices for GitLab use, issue documentation, and project management processes.

  • Coordinated and assisted senior developers with code reviews.

  • Worked with other team leads to design and pilot a cross-training program across our departments to help increase billable utilization of our consultancy team.

Principal Software Developer / Owner at CrewPlannr

Jan 2019 – Jan 2020

  • Built an AI-powered small business scheduling assistant SaaS app.

  • Designed and implemented UI components using React, React Hooks, Redux, and React Router.

  • Created API and backend data stores using Node and Firebase

Bioinformatician at the European Bioinformatics Institute

Jul 2012 – May 2014

  • Worked with international collaborators to help add over 30,000 genomic datasets to a bioinformatics SaaS research tool accessed by tens of thousands of users.

  • Developed analytics pipelines in Perl and Python to pull data from Oracle, MySQL, MongoDB, and Neo4J databases for analysis.

  • Developed parallelized map-reduce algorithms using IBM’s Platform LSF.

  • Built Rest APIs and web interfaces for genomic analysis using JavaScript, Perl CGI, and Python

Principal Software Developer / Owner at Polarian

Jan 2005 – Mar 2008

  • Designed and built flagship commercial software product using OpenGL and Objective-C.

  • Oversaw marketing, sales campaigns, and SEO strategies which led to $5k in sales the first year, and a 17x increase in sales revenue over the next 2 years.

  • Negotiated acquisition of company in 2008.