Isaac Corley

Director of AI/ML Research — Taylor Geospatial

Building the AI/ML research team and shipping geospatial foundation models and earth observation pipelines from prototype through production.

Senior Machine Learning Engineer — Wherobots

Built and scaled geospatial vision models powering the Wherobots spatial analytics platform. Shipped country-scale field boundary predictions and open-sourced prediction maps for 5 countries.

Senior Machine Learning Scientist — Zeitview (formerly DroneBase)

Researched and deployed computer vision, vision-language, and 3D reconstruction models at scale for renewable energy inspection — solar farms, wind turbines, rooftops, and telecom infrastructure.

Ph.D. Research Intern — Microsoft Research

Advisor: Simone Fobi Nsutezo & Anthony Ortiz

Researched multimodal pretraining methods for large-scale geospatial vision-language datasets.

Senior Machine Learning Engineer — BlackSky

Served as PI on the IARPA SMART program. Built and deployed models powering the Spectra AI platform's satellite image analytics.

Senior Data Scientist — HouseCanary

Built computer vision models extracting features from property images for HouseCanary's automated valuation model and property recommender.

Senior Data Scientist — Booz Allen Hamilton

Prototyped deep learning methods for detecting image steganography and adversarially generated domains.

Research Engineer — Southwest Research Institute (SwRI)

Advisor: Kenneth Holladay

Shipped software updates for the A-10 Warthog and researched ML methods for engine stall detection and MIL-STD-1553 bus exploitation.

Research Intern — Oak Ridge National Laboratory (ORNL)

Advisor: Paul Ewing

Collected and annotated a seismic dataset of human and vehicle activity and trained ML models to detect it.