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DIVYARAJSINH KARMARIYADK
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DIVYARAJSINH KARMARIYA

@divyarajsinhkarmariy

AI/ML research assistant at USF building a cognitive-state platform with 83.3% risk-flag detection accuracy.

United States
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At USF Bellini College of AI, Cybersecurity, and Computing, I’m developing a CanvasLTI platform that evaluates memory context to identify student cognitive states in real time. It achieves 83.3% risk-flag detection accuracy with sub-250 ms latency.

I also developed a React-based generative UI and a Python evaluation harness using LangChain and Pydantic. The system enforces deterministic JSON schemas and generates context-aware follow-up prompts, reducing passive answer seeking by 40%.

As a Software Engineering Intern at AbbVie, I engineered an image-processing MLOps pipeline for classifying clinical cellular phenotypic phases. It accelerated enterprise drug discovery processes by 20%.

My projects include PAAL, a full-stack AI-assisted learning platform that combines a multi-agent pipeline with a FastAPI backend and React frontend. I’ve also developed expense management and predictive stock analysis applications.

Experience

Work history, roles, and key accomplishments

UC
Current

AI/ML Research Assistant

USF Bellini College of AI, Cybersecurity, and Computing

May 2026 - Present (6 months)

Spearheaded a secure CanvasLTI EdTech platform that diagnoses student cognitive states in real-time with sub-250 ms latency. Reduced passive answer seeking by 40% with a React-based generative UI and Python evaluation harness.

UB

Procurement Card Student Assistant

USF BFSS

Sep 2023 - Apr 2026 (2 years 7 months)

Streamlined expenditure approvals for 350+ PCards by automating financial verification processes using Python. Optimized financial reconciliation workflows and accelerated approval flow with AI-driven ticketing systems.

VP

Business and Technology Intern

Veer Pharmachem

Apr 2022 - Jul 2022 (3 months)

Reduced reporting errors by 95% and analysis time by 20% by developing a Power BI dashboard. Eliminated 3+ hours of weekly manual checks with an automated inventory tracker in C and increased sales inquiries by over 30%.

Education

Degrees, certifications, and relevant coursework

University of South Florida logoUF

University of South Florida

Bachelor of Science, Computer Science

Grade: 3.81

Activities and societies: USF Dean's Honors recipient, Bulls Lead Program, NASPA Certified Peer Mentor

Pursuing a Bachelor of Science in Computer Science with an expected graduation in December 2026. Maintains a GPA of 3.81 and has received USF Dean's Honors.

CO

CodePath

Certification, Computer Science

Completed certifications in Intermediate iOS Development, Technical Interview Prep, and Foundations of AI Engineering.

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