Work

Projects and research at the intersection of technology, trust, and society.

Beyond the writing — applied ventures, open-source tools, and original research being built alongside The Trust Frontier.

01

AryZam — Post-Quantum Risk Intelligence

A quantum cryptographic risk scanner that inventories every cryptographic asset across cloud, code, and identity systems — scored by quantum risk and aligned to DORA and NIS2. The only solution priced and built for mid-market firms under EU regulation. Co-founded as CTO.

Quantum ComputingCryptographyDORA/NIS2StartupPrinceton Research
Live · aryzam.com
02

The Trust & AI Series

A four-part research series investigating AI trust: why we believe AI is neutral when it isn't, what the black-box architecture means for accountability, the cognitive effects of dependency, and the regulatory gap between the US and EU.

AI TrustCognitive SciencePolicyResearch Writing
Part 1 published
03

Quantum Scoring Engine

The physics-based 0–100 risk scoring engine underlying AryZam. Computes asset-level quantum risk from algorithm vulnerability, qubit proximity to breaking threshold, HNDL (Harvest Now, Decrypt Later) exposure window, and temporal urgency to regulatory deadline.

Quantum PhysicsPythonScoringQiskit
In production
04

Post-Quantum Migration Playbook

An open-source practical guide for organisations navigating the transition from classical to post-quantum cryptographic standards (NIST FIPS 203/204/205). Covering cloud, identity, and application layers — written so a security team can act on it without a PhD.

Open SourcePQCNISTEnterprise Security
Coming 2026
05

AI Cognitive Dependency Research

Primary research into how AI dependency affects critical thinking, professional judgment, and decision quality across different education and age groups — building on the empirical work behind the Trust & AI series.

Cognitive ScienceResearchPrincetonAI Dependency
Research phase
06

The Trust Frontier · Spanish Edition

All writing from The Trust Frontier is published in Spanish at the end of each piece. A standalone Spanish track is in development for readers in Spain and LATAM, reflecting the publication's bilingual roots.

SpanishLATAMEUBilingual
Bilingual · ongoing