VOIP
Privacy Membrane
Doximity DialerArchitected a VoIP masking layer enabling 100M+ secure interactions. Replaced hardware reliance with software "Smart Friction" to protect physician privacy.
Resilient Infrastructure Design
I cultivate corrigible systems
in high-stakes environments.
Bridging Clinical Reliability, AI Alignment, and Civic Infrastructure. I design product architectures that function like biological systems: adaptive, redundant, and safe by default.
SELECT_INTENT:
Where I Plug In
[ROLES]MODEL SAFETY
Safety Product Lead
Translating "Constitutional AI" into concrete refusal mechanisms and evaluation pipelines.
HCI / UX
Orchestration Design
Designing the "cockpit" for AI agents. Ensuring users can intervene and audit agent actions.
GOVERNANCE
Policy Implementation
Operationalizing safety policy into code. Turning "Do no harm" into hard system constraints.
Theory Packet
[READING]SYSTEMS DESIGN
Corrigibility Primer
A short brief on how to keep socio-technical systems interruptible, legible, and reversible.
SAFETY PATTERNS
Safety Rails Checklist
Triage of refusal patterns, circuit-breakers, and red teaming flows used in my deployments.
BIO ANALOGIES
Cells → Software
How immune systems manage bad signals, translated into product constraints for AI and civic stacks.
Building Together
[CO-DESIGN]AI CONTROL PLANES
Agent Cockpit
Observability dashboards, human override, and protocol libraries for production AI systems.
HEALTH OPS
Clinician Tooling
Scheduling, safety nets, and secure communications that respect clinician time and consent.
CIVIC STACKS
Resilient Services
Permitting, benefits, and voting flows engineered for transparency, auditability, and uptime.
System Artifacts
[COLLECTION]Risk Detection
Andwise NLPDemocratized legal counsel. Built an NLP engine that parses complex employment contracts to auto-flag predatory clauses (Non-Competes).
Market Balance
Talent Finder ($5M ARR)Corrected information asymmetry. Leveraged the Compensation Report to restore labor leverage to clinicians against hospital systems.
Adaptive Systems
Georgia Tech / NASAModeled thermodynamic inhibition in sRNA regulatory networks. Foundational work on signal-to-noise regulation in complex adaptive systems.
System Hardening
Infrastructure AuditLed the HIPAA Security Round-up at Doximity. Audited technical, administrative, and physical safeguards to ensure robust data integrity.
Social Mycelium
Bread SFFounded an arts collective producing 16 events. Managed $10K budgets to build "Social Infrastructure" for underrepresented artists.
Operational Log
[CV_TIMELINE]2024 – Present
Product Safety Architect
Self-Directed
Designing safety rails for AI, health, and civic stacks.
2022 – 2024
Co-founder & CPO
Andwise
Built fiduciary-safe planning tools for clinicians; paired NLP review with human governance.
2021 – 2022
Product Lead, Care Navigation
Transcarent
Aligned clinicians and benefits teams around completed care plans instead of engagement vanity metrics.
2019 – 2021
Director of Product
City of Hope / CancerCompass
Shipped oncology navigation that translated clinical protocols into clear guidance for patients and caregivers.
2018 – 2019
Advisor & EIR
Rough Draft / Red Sea
Built coaching rhythms and governance templates for early-stage founders shipping regulated products.
2018 – 2019
Fellow
GC Venture Fellows
Evaluated early-stage teams with diligence templates surfacing safety, governance, and traction signals together.
2017 – 2019
MBA Associate
Red Sea Ventures
Supported seed investments and portfolio rituals that kept founder health, mission fit, and growth aligned.
2013 – 2017
Product Lead
Doximity
Led Dialer and clinician communication tools that safeguarded patient identity at telehealth scale.
2012 – 2013
Implementation
Epic
Launched EHR workflows that reduced alert fatigue while keeping patient safety checks intact.
2011 – 2015
Research Assistant
Georgia Tech / NASA
Modeled adaptive bio-systems for resilience and signal fidelity.
Writing
[THEORY_NOTES]Bio-inspired System Safety
Thermodynamics, red teaming, and constraining super linear amplification.
READ →Corrigibility in Practice
Patterns for making socio-technical systems interruptible and reversible.
READ →Lived Neurodivergence → Product
Designing for cognitive justice with dignity preserving defaults.
READ →