Applied mathematician, security engineer, ballroom mother. Overall Mother of the House of Diwa. 27 years building mission-critical systems for people who don't usually get them.
I'm a creator too. I've been DM'd by creeps at 3 AM. I've watched OnlyFans take 20% of every dollar I earned. I've had accounts frozen because a payment processor decided my work made them uncomfortable. The platforms designed for trans women were never designed by trans women.
I have 27 years of engineering experience, a Brown Master's in Digital Forensics, 30 filed patents, and 10 published books. I've built mission-critical systems for NASA. I've designed adversarial AI defenses for IBM. I'm a founding engineer of Pandora Radio. I have the technical skill to build a platform that treats trans creators with the dignity we've never had on someone else's site.
So I am.
Gworls is mine — not VC-funded, not a side project, not a feature on someone else's roadmap. Engineering decisions go through me. Safety decisions go through me. The platform's relationships with payment processors, AI vendors, hosting providers — all of it goes through me. The buck stops here.
That's not a flex. It's accountability. If something fails, you know who failed. If something works, you know who built it.
Ballroom is family. The House of Diwa is mine — my daughters, my sisters, the chosen kin who have walked beside me through the work that makes platforms like this necessary. They are not employees. They are the moral center of why this exists.
Many of them will be among the founding 500. None of them are on the engineering team because there is no engineering team. There's me, the math, and the work. They are the reason I keep going when the build is hard.
Lead architect of the VIVID adversarial analytics platform. Built Shadow Clone Jutsu — automated vulnerability discovery via semantic code analysis.
High-throughput gRPC telemetry pipelines (2.3 TB/day, p99 <15 ms). Flight-ready precision adaptation system. SBOM verification for James Webb infrastructure.
Discovered and disclosed four Windows kernel zero-day vulnerabilities using geometric attack-surface methods.
Quantum-resistant encryption + homomorphic data store on AKS for healthcare PHI. Embedded fairness constraints in production clinical AI.
Architected the ML-driven engagement platform. Grew ad revenue 750%, scaled the team from 5 to 100 engineers across 2M+ daily users.
Plus 13 more roles across NSA, Naval Intelligence, DISA, Army Intelligence, NASA Headquarters, Aetion, Eaze. The full CV is on davisgeometric.com →
A few worth knowing about, especially if you want to understand how I think:
One Black trans woman's fight for algorithmic justice.
From a childhood IQ diagnosis to NASA and algorithmic justice — a manifesto on finding what systems hide.
Reimagines health as geometric coherence — stability as a path, not the absence of disease.
Hard sci-fi exploring consciousness, identity, and the geometry of interstellar travel.
Six more in the Geometric Intelligence Series (Sameness, Fuel, War, Superfluid…) and the Astralis sci-fi saga. All ten on davisgeometric.com →
The application is real. The donation is sliding scale. Both are optional. Your honesty is what shapes what I build next.