Gabe Leon, Phd Email & Phone Number

Orlando, Fl, Us

Leading the project of scaling new connector development using GCP Cloud Functions and a tool I invented that automates code writing and testing with RAG-augmented LLMs, allowing us to quickly expand our offerings and tailor solutions to customer needs.

Boulder, Colorado, Us

○ Novel Educational System: Invented and patented a method and its softwareimplementation that has been validated in employee training. These professionals currently provide our UX design and various technology consulting services to over 5 corporate and NGO customers in 3 countries.○ Technology Consulting: I have trained staff in various software development aspects, acquired 5+ customers, participated in discussions for customer needs, acted as operations manager to our staff, built custom data science and analytics projects, and more.

Wichita, Ks, Us

○ Overhead Equipment Failure: By using novel sequence models such as t-LSTMs andinnovative feature engineering techniques, I forecasted various types of electrical grid equipment failures with a balanced accuracy score of 0.9. This is an unprecedented result of a sought-after problem, thus extending the company’s most important contract.○ Steel Quality Prediction: By creating a novel steel billet distribution strategy and associated system design, I unified 5 models into one for steel quality prediction, resulting in 80% accuracy. This is a highly competitive performance, it greatly reduces waste products, saves millions of dollars, and results in a more environmentally friendly operation.○ Capacitor Bank Switching-in: By using an XGBoost binary classifier, I identified 95% of anomalies, with accuracy, precision, and recall of over 99%. Using SHAP, I found that the logic of the model aligns with the physics of the system, offering key insights for near-future research. This, along with several conversations, and my machine learning pipeline designs resulted in the acquisition of an important customer.○ AutoML Software for Industrial Customers: Created usage-agnostic, proprietary classifiers and regressors that users of the software can utilize to quickly produce and deploy at scale tuned models for their phenomenon of choice. This product distinguished our company from competitors.

Wichita, Ks, Us

Boston, Massachusetts, Us

○ Project Management Page: I designed and built a page where users can view their machine learning projects and perform a wide variety of actions, translating complex machine learning concepts to all.○ External Holdout: I co-developed a system which allows users to upload test sets to assert that their products are up-to-date and to anticipate when new models are needed.

Cuauhtemoc, Cdmx, Mx

○ The websites, built using Javascript, AngularJS, and Node.js, are to be integrated to a SQL database with information of over 5000 patients.○ Ideated design solutions that will make data management for both organizations simpler, saving up to 20% in development costs.

San Francisco, Ca, Us

○ Intelligent Payment Gateway Routing: I co-developed a tool that gives Recurly an edge in the subscriptions space, reducing false decline rates by up to 10%.○ Pre-Renewal email Notifications System: I designed and built which has attracted over 100 new clients because of its configurability and reduction of subscriber churn by over 10%.

Mountain View, California, Us

○ Influencer Recommendation: Developed web scraping system and recommendation model.○ Influencer Discovery: Co-developed the data pipeline whilst learning Scala and Spark.

Mountain View, California, Us

○ My bug fixes in the legacy platform (Coffeescript and Ruby on Rails) decreased IT supportworkload by 50%.○ Co-developed Influencer Discovery whilst learning React, Redux, and Elasticsearch.

During my three-month contract with Hemisferia, I was in charge of coordinating the environmental logistics, including some of the eco-design, of one of the largest planned expo centers in the world. I achieved the following:○ I quickly became familiar with the procedures of environmental agency SEMARNAT, involving aspects such as land use and environmental impact assessments.○ I recruited and led team of scholars who conducted the environmental impact assessment.○ I collaborated productively with the design team on sustainability measures. ○ I liaised successfully with environmental protection organizations.

Brisbane, Queensland, Au

I prepared and taught classes to groups of up to 50 undergraduate and postgraduatestudents in many subjects, including the following:○ Optimization Theory ○ Bifurcation and Chaos ○ Applied Mathematical Analysis ○ Analysis of Ordinary and Partial Differential Equations ○ Calculus and Linear Algebra ○ Multivariate Calculus ○ and more... I also achieved the following: ○ I prepared and graded assignments, projects, and exams. ○ I coordinated groups of university teachers. ○ I was a teacher in the First Year Learning Center.

Brisbane, Queensland, Au

During this short-term contract in the School of Public Health, I collaborated with Dr. Kurt Long, providing a mathematical model to a public health plan to be implemented in Bangladesh. Some duties/achievements include:○ I did data analysis in order to determine values of parameters for the mathematical model.○ Mathematically modelled the dynamical behavior of diarrhea in order to know what preventative measures to implement.

Brisbane, Queensland, Au

I was selected from a cohort of over 30 elite fourth year students to conduct research in gravitational theories alongside Dr. Katrina Hibberd, using state-of-the-art general relativity techniques that were previously unknown to me.

Doctor Of Philosophy (Ph.D.), Applied Mathematics

Neural Networks And Deep Learning, Artificial Intelligence

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization And Optimization, Artificial Intelligence

Structuring Machine Learning Projects, Artificial Intelligence

Machine Learning, Artificial Intelligence

Web Development Using The Mean Stack Bootcamp, Web Development

Honors In Mathematics, Theoretical And Mathematical Physics

Bachelor’S Degree, Theoretical And Mathematical Physics