Juan Pablo D. Email & Phone Number

Stanford, CA, US

Stanford, CA, US

Develop data-driven approaches for 3D geological structure modeling using comprehensive data for country-scale smart mapping. Transform traditional 2D geological maps into complex 3D structures by harnessing state-of-the-art data science and machine learning techniques at large scales. Collaborate closely with both academic and industrial research partners.

I provide essential algorithms for hydrogen storage inside porous Titanium alloys, forecast manufacturing operations, and accelerate development.

Develop a wellness AI engine. Gather, clean and prepare a database to train an LLM solution for a production environment.

Palo Alto, CA, US

• Researched and developed in house ML models in a collaborative production environment.
• Algorithmic Trading Platform: Achieved and forecast 2x market beating returns for firm with $100 Billion in assets. Implemented ML algorithms on time series, with analysis and performancetuning in AWS. Collaborated and.
• ML-powered OCR Semantic Engine: Provided essential business information for corporate planning and operational forecasting. Used and extended ML models to automatically process 100,000+ pages of scanned reinsurance.
• Life Insurance Underwriting Automation: Achieved a 5x increase in automated decision at Point of Sale. Implemented a multi-class Python algorithm that classified users on insurance policies.

Stanford, CA, US

• Created a new fundamental theory and automatic technique for the assessment and dynamic transformation of materials enabling a richer use of 2D and 3D images for physical simulation.
• Designed computational experiments involving fluid flow, elastic theory and electrical conductivity, for calculating properties of imaged materials.
• I implemented the theory in C++, FORTRAN, and Matlab using High-Performance Parallel Computing and a database of 2D and 3D images of materials matching experimental measurements.
• Realistic and concise computer graphics visualizations of results of hundreds of GB of data, one of them featured on the cover of the 3rd edition of the Rock Physics Handbook.

Palo Alto, CA, US

• Wildfire catastrophe modeling to assess the risk of property loss.
• Geospatial vegetation and climate data
• Physical modeling of the fire's propagating front.
• Modeling of thousands of fires scenarios with different location and ignition points.

• Created an automatic grain segmentation and geometry analysis algorithm for 2D images with a graphical user interface to select the ideal sand quarries as sources for hydraulic fracturing.

Bogotá, Colombia, CO

Strategic consulting and mathematical modeling for the government in the national auction and adjudication of frequency bands for 4G LTE, digital TV, digital radio, the military and more. With an international team.

Bogotá, Cundinamarca, CO

Created classes that would attract and make students effective in solving classical physics problems. Developed laboratory exercises involving robots, high-speed cameras, and motion tracking in Dynamics of Machinery.

Doctor Of Philosophy (Phd), Geophysics

Bachelor Of Science (B.S.), Mechanical Engineering

Bachelor Of Science (B.S.), Physics