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StephenSook/README.md
Stephen Sookra · CS @ KSU · AI/ML · Builder · Atlanta
Profile views GitHub followers Portfolio

    About Me

name:       Stephen Sookra
role:       Software Engineer Intern @ XR Dojo
education:  Kennesaw State University · CS · AI/ML Concentration · 3.8 GPA · '28
record:     12 hackathon awards across 10 events
latest:     1st place · Technologists of Color Chaos Challenge (Parliament, Aug 2026)
building:   Manifest · Curtail · Attest · ATL Quest
learning:   Trustworthy AI · Multi-Agent Governance · LLM Inference on Arm · On-Device Models
mentors:    Aaron Butler · Henry
mission:    Founding a company in trustworthy AI for high-stakes domains
location:   Atlanta, GA  (UTC-5)
contact:    stephensookra@gmail.com  ·  stephensookra.com
  • Latest win  1st place at the Technologists of Color Chaos Challenge with Parliament, a one-hour build for Grant Park, alongside Khadim Drame, Ryann Ridgeway, and Darren L. Martin
  • Recent wins  Best Use of Gemma 4 for Throughline at Hack RenderATL · Most Innovative Project ($750) for AccessGate at the IBM AI Builders Challenge · $5,000 Overall Grand Prize + Most Innovative for VARSITY across the IBM SkillsBuild Sports Challenges
  • In judging  Erasure-Proof (CockroachDB x AWS) · GravitonKV (Arm Create 2026) · Aloud (YouCam Skin AI) · Silent-Drift Sentinel (DataHub)
  • Now building  Manifest, a regulatory critical-path planner for university CubeSats · Curtail, a governed multi-agent fleet for California water law · Attest, a phone agent that refuses to guess · ATL Quest (AR + XR @ XR Dojo)
  • Summer 2026  taught web + game dev as a SMASH Academy TA (Morehouse / Spelman)
  • Ask me about  hackathons · AR/XR · AI/ML · founding · Atlanta tech scene

    Featured Builds

Hackathon record · 12 awards across 10 events  ·  🏆 $5,000 Grand Prize @ IBM SkillsBuild  ·  💡 Most Innovative @ IBM SkillsBuild June  ·  🏆 Best Use of Gemma 4 @ Hack RenderATL  ·  💡 Most Innovative @ IBM AI Builders July  ·  🥇 1st @ ToC Chaos Challenge  ·  🥇 1st of 22 @ Actian Build Challenge  ·  🥇 1st @ HMI 2026  ·  🥈 2nd of 4,700+ @ Wells Fargo / GCA  ·  🥈 2nd + 🥉 3rd @ KSU Social Good  ·  🥉 3rd @ KSU FinTech  ·  🥉 3rd @ Vibra ATL

🏆 VARSITY  Grand Prize + Most Innovative · IBM SkillsBuild
Real-time, screen-reader-native AI that explains VAR and offside calls to blind football fans, grounded in the IFAB laws.
Python · IBM Granite · RAG · a11y
🏆 Throughline  Best Use of Gemma 4 · Hack RenderATL
Record-integrity layer: reconciles what one institution asserts against independent authorities, 51.9% divergence across 1,344 entities, and suppresses its own largest rule when a source fails the coverage gate.
Python · Gemma 4 · FastAPI · React
💡 AccessGate  Most Innovative · IBM AI Builders July
Caption + audio-description conformance pre-check for film: 23 cited rules with a gated generative fix on IBM Granite. Every cited clause is a verbatim substring of the committed corpus.
Python · IBM watsonx · React · a11y
🥇 StepSafe  1st · HMI 2026
Computer-vision diabetic foot ulcer triage from a single photo: expert-level assessment for any clinician.
TensorFlow · MobileNetV2 · FastAPI · React
🥈🥉 PyroLens  2nd + 3rd · KSU Social Good
AI prescribed-burn decision support fusing IoT sensors, weather, and satellite data for safer controlled burns.
Python · scikit-learn · ESP32 · Supabase
🥇 Parliament  1st · ToC Chaos Challenge
One-hour chaos build: a one-scroll field school for Grant Park, Atlanta's oldest park at 131.5 acres, with a field pass that actually enrolls you.
HTML · CSS · JS · Supabase
🔐 Erasure-Proof  CockroachDB x AWS
Provable crypto-erasure for agent memory: one SERIALIZABLE transaction shreds the embedding, keeps a hash-chained log, and anchors a KMS-signed proof to S3 Object Lock.
CockroachDB · AWS KMS · S3 Object Lock · Python
💧 Curtail  Google x Devpost Agentic
Governed multi-agent fleet for California water law: watches the river, computes who must stop diverting under priority, drafts the order a human official signs.
Python · multi-agent · water law · Postgres
📋 Renova  Build with Gemma
Offline, on-device Medicaid renewal assistant: reads a renewal notice and returns the deadline, case number, and documents in plain English. Five states.
Gemma · ONNX Runtime Web · PWA · iOS
GravitonKV  Arm Create 2026
KV-cache quantization tradeoff study for LLM inference on AWS Graviton4, with a reproducible harness and a canonical results schema.
llama.cpp · KleidiAI · Graviton4 · arm64 CI

More on DevPost  ·  stephensookra.com


    Tech Stack

AI / ML AI stack HF LangChain OpenAI Claude
Languages Languages
Web / Mobile Web/Mobile
Data / Cloud Data/Cloud
Tools Tools Anti-Gravity IDE Stitch Claude Code

    GitHub Stats

Contribution streak and totals

    Contribution Activity

Activity graph

    Watch My Contributions Get Eaten

Contribution snake

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    Resume

Download resume   Portfolio

    Let's Connect

LinkedIn X / Twitter Instagram YouTube DevPost Email Portfolio

Quote of the day

Footer wave

Credit: Inspired by @tylinndd · originally adapted from @1010nishant
Built by Stephen Sookra · Atlanta, GA · shipping ambitious things
Last edited: August 2026

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  1. GroundVault GroundVault Public

    Confidential RWA impact lending vault for Community Land Trusts. ERC-7984 + ERC-3643 on iExec Nox + Arbitrum Sepolia. ChainGPT-anchored impact memos. iExec Vibe Coding Challenge submission.

    TypeScript

  2. PyroLens PyroLens Public

    AI-powered prescribed burn decision support using IoT sensors, weather data, and real-time monitoring.

    Python

  3. Saber Saber Public

    AI-powered diagnostic platform that separates language barriers from knowledge gaps for Hispanic English Language Learners. Teachers upload test scores, students retake missed questions in Spanish,…

    TypeScript

  4. StepSafe StepSafe Public

    AI-powered diabetic foot ulcer detection. Upload a wound photo, get instant classification with confidence scores. First place, HMI Hackathon 2026 (Kennesaw State University). React + FastAPI + Ten…

    JavaScript 1

  5. trace-forensic-search trace-forensic-search Public

    Trace — semantic bridge between family descriptions and forensic records for missing persons identification. Named vectors + hybrid fusion on NamUs-structured data. Built on Actian VectorAI DB.

    TypeScript 2

  6. nest-portfolio nest-portfolio Public

    Portfolio of the Nest team — three KSU CS students building AI for Georgia foster youth. Next.js 15 + Tailwind 4 + framer-motion on Vercel.

    TypeScript