Joseph Tabalon Jr.

Education

Master of Science in Statistics (08/20 → 05/22) **(**GPA: 3.84)

San Diego State University - San Diego, CA

Relevant Courses: Statistical Methods in Text Analysis, Regression Modeling, Advanced Mathematical Statistics

Bachelor of Science in Mathematics (Emphasis in Computer Science) (08/16 → 07/20)

San Diego State University - San Diego, CA

Relevant Courses: Python Scripting, Data Structures, Linear Algebra

Data Scientist, Vivsoft Technologies LLC - (Remote) Ashburn, VA (08/21 → Present)

Develop natural language processing models in PyTorch and spacy for the classification of hostile cyber attacks within 70,000 customer reports per day with > 90% accuracy
Prepare NLP model for containerized deployment into production within Big Data Platform using Docker and Anaconda environments on Amazon Web Services (AWS) GovCloud
Collaborate with DevOps Engineers, Software Engineers, and other Data Scientists across teams for GitLab CI/CD pipeline integration and deployment for NLP model

Machine Learning Intern, Air Force Research Laboratory - Kihei, HI (06/21 → 08/21)

Trained and evaluated real time object detection models (YOLOv3) using TensorFlow classifying satellites in orbit with > 95% accuracy
Generated 1,000,000 simulated spatial frames containing satellites, increasing model robustness for extremely dim satellites (<10 signal to noise ratio)
Utilized multiple compute nodes on Hokule'a (High Performance Computing) to validate tweaked models on various classified and unclassified datasets

Graduate Research Assistant, Kyle Hasenstab PhD - San Diego, CA (08/20 → 05/22)