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Staff Data Science Engineer

Censys

Building host reputation scoring and automated cybersecurity fingerprint generation using LLMs.

• Built host reputation scoring system in Go that assigns reputation scores to IPs at scale
• Developed automated cybersecurity fingerprint generation pipeline using LLMs and an evolutionary approach

Full Stack AI Engineer

MOTOR Information Systems

Using LLMs to extract structure out of unstructured text.

• Used dynamic RAG to extract classification from unstructured text
• Helped build production application in Sagemaker and Kubeflow
• Built agentic system to standardize raw manufacturer text data

Lead Data Scientist

Instinct Science

Building out Analytics and Data Science applications, developing and deploying machine learning models, and setting up cloud infrastructure for reporting.

Senior Data Scientist - Consultant

Rocket Mortgage

Build and support computer vision, large language, and multimodal models focused on automated processing of financial and appraisal documents.

Actuarial Technician

Auto-Owners Insurance

Built models to predict claim severity and frequency to price commercial insurance policies.

Visiting Assistant Professor

Furman University

Conducted research in the area of differential geometry and taught undergraduate courses in mathematics.

Ph.D.

Michigan State University

Mathematics

• Thesis: Stability of the almost Hermitian curvature flow

B.Sc.

Michigan State University

Mathematics

Medical Imaging

Tools for classifying and localizing abnormalities in medical images.

Medical Summarization and Transcription

Tools for transcribing medical audio data with summarization and question-answering.

The Behavior of the Chern Scalar Curvature under the Chern-Ricci Flow

Proceedings of the American Mathematical Society

We showed that finite-time singularities in the Chern-Ricci flow are characterized by the blow-up of the scalar curvature of the Chern connection.

Stability of the Almost Hermitian Curvature Flow

arxiv

I showed that Kähler-Einstein structures are stable under small perturbations for a new geometric flow, Almost Hermitian Curvature Flow, for Calabi-Yau manifolds and manifolds with a negative first Chern class.

Instructor

Detroit Area Pre-College Engineering Program (DAPCEP)

Taught middle school students programing and hardware basics.

• Built raspberry pi based computers
• Taught basic programming

Data Analyst

Volunteers of America

Performed data analytics on the effectiveness of programs.

• Performed exploratory data analysis on medical data to support grant applications