2× first place · 4 AWS certifications · 1 published paper
Achievements
Awards and recognition
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Duke AI Hackathon
1st of 220+
Built in 36 hours and judged by a panel of 34+. Case Closed →
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Anthropic Claude AI Hackathon
1st place, team of 2
A gamified stress-relief study app. Brain Bubble Pop →
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AWS Global AI Expo Challenge
Final showcase
Quick Sprint Demo Packs, an enablement initiative for AWS Solutions Architects.
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Y Combinator Startup School
Selected
YC's invitation-only, hand-selected summit for technical builders.
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Charlotte's 20 Under 20
Honoree
Nomination-based. Twenty of Charlotte's most influential leaders aged 14–19, giving back to the city.
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Eagle Scout
Highest rank
Gold and Bronze Eagle Palms, Order of the Arrow (elected by peers) and 32 merit badges, after 11 years in Scouting.
More recognition
- 1st place, Tminus0 Startup Challenge Raised $3,635 in 4 hours against a $1,000 goal
- UNC 1789 Student Venture Fund Mar 2026 · Seed funding and mentorship for Case Closed
- Robert E. Bryan Fellow, UNC APPLES $1,500 grant for Carolina Corner
- Wells Fargo Scholarship Oct 2025
- 4th place, FBLA National Leadership Conference Website Design · Anaheim, CA · Jul 2025
- 2× FBLA North Carolina state champion Website Design (Mar 2025) · Social Media Strategies (Mar 2024)
- 2nd place, TSA North Carolina Structural Design & Engineering · Mar 2024
- Good Citizenship Award Marine Corps League Detachment #750
- Honors Carolina · Dean's List · Buckley Public Service Scholars UNC-Chapel Hill
Certifications
Six earned in six weeks, alongside a full-time AWS internship in Summer 2026.
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AWS Certified Solutions Architect – Associate
Issued Jun 18, 2026 · Valid through Jun 2029
Credential ID 3e4dcf30-deae-4ca1-aa70-1bca45640904
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AWS Certified Machine Learning Engineer – Associate
Issued Jul 30, 2026 · Valid through Jul 2029
Credential ID d7073b7e-d08a-4146-8b72-b048668084a2
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AWS Certified AI Practitioner
Issued Jun 29, 2026 · Valid through Jul 2029
Credential ID b3d8285e-db08-4cd8-a5e0-342321f14848
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AWS Certified Cloud Practitioner
Issued Jul 31, 2026 · Valid through Jul 2029
Credential ID b7964872-ba45-4acc-ab7d-482efd10a216
Also certified
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Google
Generative AI Leader
Issued Jan 2, 2026
Credential ID VWBDWEQMAOM4
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Anthropic
Claude 101
Issued Jul 17, 2026
Credential ID r5dnjy8rh8fn
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Anthropic
AI Fluency: Framework & Foundations
Issued Jul 3, 2026
Credential ID ub7i4frjwei2
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Duke University
Machine Learning Foundations for Product Managers
Issued Jan 28, 2026
Credential ID FKWCLNDK35C1
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Coursera
Dynamic Dashboards with Tableau: Advanced Sales Analysis
Issued Jan 2, 2026
Credential ID 81BHF67SZSOJ
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DeepLearning.AI
Open Source Models with Hugging Face
Issued Jun 13, 2024
Credential ID d15812e1-b7b8-4033-b283-13d0ad7fa30c
Publications and talks
Google Scholar ↗Analyzing Real Traffic Stop Data for Racial Bias
Co-author, 3rd of 5. A 5,000-stop random sample of ~124,000 Charlotte traffic stops, tested with simulation-based inference. Supported by NSF Grant No. 2121364. Read the paper ↗
Talks
- The Velocity Paradox TEDxUNC talk · Feb 14, 2026 On the tension between speed and direction, and why direction comes first.
- NCCTM State Conference Interactive workshop · Nov 2024 Co-presented the NSF-supported traffic-stop research to math educators, who analyzed the dataset in groups.