Chapter 02:Full Experience

Prepare graphene-flake datasets and train RF-DETR object detection in Roboflow for van der Waals quantum-material assembly. Validation: 86.8% mAP@50.

• Annotated and curated roughly 400–500 optical microscope images at 20–50× magnification, distinguishing graphene flakes from dust, contamination, and chip edges.
• Prepared training, validation, and test splits in Roboflow and trained/evaluated multiple RF-DETR Object Detection Medium iterations.
• Validation metrics: 86.8% mAP@50, 74.4% precision, 85.1% recall, and 79.4% F1.

• Computer Vision
• Object Detection
• RF-DETR
• Roboflow

Support diagnosis and repair of smartphones, tablets, and computers; gain hands-on experience with hardware troubleshooting, component replacement, and device repair workflows.

Conceived and co-lead Matchob, an AI-assisted resume-tailoring browser extension with 15+ contributors across frontend, backend/AWS, AI, data, and QA/testing.

• Coordinate project scope, technical ownership, contributor onboarding, GitHub issues/epics, milestones, and cross-team integration.
• Matchob is designed to compare resumes with job descriptions, explain evidence-grounded recommendations, and avoid inventing unsupported experience.
• Help define AWS architecture with API Gateway, Lambda, Amazon Bedrock, S3, IAM, and CloudWatch; the extension uses WXT, React, and TypeScript.

• WXT
• React
• TypeScript
• AWS
• Amazon Bedrock

Workshop Coordinator → Co-PresidentPrevious role: Feb. 2026 – May 2026

Co-lead a roughly 40-member computational neuroscience organization, coordinating board operations, GBMs, funding, and programming. The organization was awarded a $13,000 ORCA grant.

• Coordinate event logistics and room scheduling for events that can draw 20+ attendees, delegating outreach to fellow officers.
• The Open Research Community Accelerator grant supports open-science and reproducible-research training.
• Support workshop leaders in an 8-workshop series covering calculus, Python, Brian2, AI in research, and computational neuroscience fundamentals, with accompanying member mini-projects.

Lead software project development, contributor onboarding, Git/GitHub workflows, task delegation, and technical communication for ACM at FSU.

• Helped run a GitHub/Codex workshop covering repo setup, cloning, Git workflows, and AI-assisted development.

Contribute to AI training and evaluation workflows through flexible project-based tasks.

Support resident-facing operations, communication, and community engagement.

Assist with CARE-related student support, outreach, and campus programming.

Volunteered with engineering orientation programming and helped incoming engineering students navigate campus resources.