- 🏆 Formalized APDS — Asymmetric Patch Detection for Symmetric APIs (new vulnerability-discovery methodology). First application: an un-patched symmetric sibling of CVE-2024-40658, byte-identical across 6 AOSP branches for 25 months. Submitted to Google ASR (CVSS 10.0 Critical · in panel review).
- 🛠️ Open-sourced the reference implementation at github.com/61465/apds-hunt within 24 h of submission (90-day SLA).
- ✅ PostHog PR #5083 merged (opt-in WebView bot detection, 11 days end-to-end).
- 🚀 PostHog PR #5244 open — ported upstream rrweb #1652 to fix a 9–10 s session-replay freeze on 13 k-node mounts (
MutationBuffer.processBufferedMutationsO(n²) → O(n)). - 🚀 Supabase storage PR #1488 open — auto-select URL-signing JWK from
JWT_JWKS(closes#629, open 607 days). 25 new tests including a JOSE round-trip proof. - 🚀 Supabase storage PR #1439 open — UTF-8 object-key hardening + NFC normalization + lone-surrogate rejection.
- 📝 Trigger.dev GHSA-65rr-73jq-6qhf accepted (CVSS 9.6). Documenso GHSA-2rp7-mrh6-v9m2 in triage (CVSS 7.6, first-ever GHSA on the repo).
- Top 16% (325 / 2,076 teams) on Kaggle AI Agent Security: Multi-Step Tool Attacks — verified score 83.745
- Reduced WhatsApp ban rate from Meta's 0.5% baseline to 0.1% (5× improvement) via a 13-layer defense stack in production SaaS
- 90.6% adversarial containment at 5.9% FPR on 8,000 seeded sessions — Ariadne framework (SSRN preprint)
- Hospital-ready radiology AI: 69 s per 24-slice CT at 92% confidence — midcine v3
- Shipped 134-agent NEXUS catalog with MCP orchestration + a five-verifier grounding gate that removed 724 unsupported cyber claims across 770 production invocations
- apds-hunt — reference tool for the APDS methodology (XOR Rule theorem + 6-step algorithm). MIT. Oct 2026.
- Ariadne: Adaptive, Human-in-the-Loop Defense for AI Agents · SSRN 6870178 · Jun 2026
- Oblivion Gate: Zero-Trace Fragmentation in Distributed Data Architectures · SSRN 6602478 · May 2026
Languages · Python · TypeScript · JavaScript · Rust · Dart · SQL · LaTeX AI / ML · PyTorch · Transformers · LoRA · DPO · Ollama · Claude API · MCP · RAG · LangGraph · multi-agent orchestration Web / Backend · Next.js 15 · React · NestJS · FastAPI · Node.js · Express · Prisma · PWA · Turborepo · pnpm workspaces Healthcare · DICOM · pynetdicom · highdicom · OHIF v3 · Cornerstone3D · FHIR R4 · HL7 Cybersecurity · WebAuthn/Passkeys · OAuth2 · SIEM · SOAR · EDR · YARA · pen testing (TCM-certified) · adversarial-AI defense · responsible disclosure (CVSS 3.1) DevOps · Docker · Kubernetes · Firecracker · gVisor · Tailscale mesh · Cloudflare Tunnel · self-hosted PaaS (Ollama + Vaultwarden + Gitea + Grafana)
- MEDNEXA (Egyptian healthcare integration platform — HIS × LIS × PACS, HL7v2 + FHIR R4 + DICOM, PDPC-aligned audit) — github.com/61465/MEDNEXA
- Thawani (WhatsApp Commerce SaaS, live paid tenants) — thawani.cc · backup landing on GitHub Pages if the domain is down: 61465.github.io/thawanidemo · source: github.com/61465/Thawani
- apds-hunt v0.1 (public reference tool for the APDS vulnerability-discovery methodology) — github.com/61465/apds-hunt
- Nexus Zone portfolio companion — 61465.github.io/Nexus_Zone_Portfolio_Companion · source: github.com/61465/Nexus_Zone_Portfolio_Companion
Selected showcases from the ecosystem. Full source code, datasets, and proprietary models remain private for commercial and research reasons.
