Privacy Membrane
Doximity DialerI built a call-forwarding shield so patients never see a clinician's real number. Care teams can return calls without leaking identity.
Kanav Jain
I help teams ship trustworthy high-stakes software.
I help teams ship software that can't quietly misbehave when the stakes are high. Let's make your safeguards unskippable together. Start a project →
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Engagement focus
Controls exist on paper, but not in the product surface.
Policies can be cited, but not enforced.
Risky actions are invisible—or unaccountable—in the audit log.
Review paths route to polite dead ends instead of authority.
Operators and frontline staff are absorbing the risk personally.
Fragility is masked by heroics instead of designed resilience.
Finding where the system lies under stress.
Listening for where design is making policy impossible.
Tracing how constraint erodes when pressure rises.
Surfacing where telemetry exists without levers.
A clear view of what the system can do, shouldn’t do, and where design is carrying the risk.
Short, focused audit to expose where you rely on discretion or conscience over design.
Access to the moments when your system bends or breaks.
A written map of what to bind, refuse, rollback, or pause—plus where to start.
If that’s useful, we can decide what comes next.
Human-readable snapshots of shipped systems. Toggle to see the implementation specs.
I built a call-forwarding shield so patients never see a clinician's real number. Care teams can return calls without leaking identity.
I published real salary data so clinicians could negotiate fairly with hospitals instead of guessing their worth.
I made software that reads job contracts and points out the traps—like sneaky non-competes—before you sign.
I studied how cells ignore bad signals. That research now guides how I help software ignore harmful inputs.
I led a full safety review of our healthcare platform—checking code, policies, and office security—to keep patient data safe.
I organized a community arts series, handling budgets and logistics so emerging artists had a safe stage to share their work.
2024 – Present
Self-Directed
Designing safety rails for AI, health, and civic stacks.
2022 – 2024
Andwise
Built fiduciary-safe planning tools for clinicians; paired NLP review with human governance.
2021 – 2022
Transcarent
Aligned clinicians and benefits teams around completed care plans instead of engagement vanity metrics.
2019 – 2021
City of Hope / CancerCompass
Shipped oncology navigation that translated clinical protocols into clear guidance for patients and caregivers.
2018 – 2019
Rough Draft / Red Sea
Built coaching rhythms and governance templates for early-stage founders shipping regulated products.
2018 – 2019
GC Venture Fellows
Evaluated early-stage teams with diligence templates surfacing safety, governance, and traction signals together.
2017 – 2019
Red Sea Ventures
Supported seed investments and portfolio rituals that kept founder health, mission fit, and growth aligned.
2013 – 2017
Doximity
Led Dialer and clinician communication tools that safeguarded patient identity at telehealth scale.
2012 – 2013
Epic
Launched EHR workflows that reduced alert fatigue while keeping patient safety checks intact.
2011 – 2015
Georgia Tech / NASA
Modeled adaptive bio-systems for resilience and signal fidelity.
A field guide for noticing coercion in everyday systems and swapping force with care-centered defaults that still meet complex needs.
READ →Explores how teams can share time more equitably by normalizing flexible pacing, mutual aid, and rhythms that honor disabled experiences.
READ →Investigates how paperwork and evidence standards can retraumatize people—and how to design documentation that centers trust and healing.
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