Resume

Kanav Jain

Healthcare product and systems leader — 14 years shipping consequential products across EHR workflows, clinician communication, oncology, care navigation, and physician decision support. Building evaluation, review, escalation, and correction systems (Ethotechnics) for teams deploying AI in regulated, high-stakes environments. Exploring VP Product / CPO / Founding Product Lead roles in healthcare AI and deployment-safety infrastructure.

Chicago, IL

Independent systems work under active development — inspectable projects and specifications.

NextConsensus

Forecasting platform and accountability protocol under development for registering probabilistic judgments, frozen evidence states, updates, and eventual resolution.

Refract

Open-source deterministic verification engine for checking whether a claim still holds against registered sources and emitting provenance-preserving change events.

Ethotechnics

A product method and operating-model specification for making consequential AI decisions explainable, challengeable, and correctable.

Executive Product Lead & Researcher

Ethotechnics / The Crumple Zone

2024–present

Independent product and systems work on accountability infrastructure for high-stakes AI. Created Ethotechnics, a product operating framework for enterprise AI deployment, and specified Mechanized Auditability Protocols — decision ledgers designed for hospital CISO and procurement review.

  • Specified the operating model behind the framework: graduated authorization states, a six-step reconsideration loop, and the conditions that force human review.
  • Authored Mechanized Auditability Protocols — an append-only ledger specification covering evidence snapshots, override records, and correction events.
  • Published research on the operational gap between automated recommendations and human clinical execution.

Co-Founder and CEO

Andwise

2022–2024

Co-founded Andwise, a physician financial-wellness company focused on trusted decision support for doctors navigating contracts, debt, home buying, advisor trust, and the transition from training to practice. Raised $240K in initial funding, grew to 1,200+ physician users and a 700-member community, and convened a 50+ physician medical advisory board.

  • Raised funding for the Contract Analyzer and shipped it with review processes that paired content with legal oversight.
  • Built a directory of vetted financial planners and created educational sessions with CFPs and JDs.
  • Built a medical advisory board of over 50 physicians to guide product and content decisions.

Director of Product, Care Experiences

Transcarent

2021–2022

Led product work across value-based specialty-care and care-navigation programs, including Surgery, Urgent Care, Behavioral Health, and Oncology Care.

  • Covered multiple divisions (Surgery, Urgent Care, Behavioral Health, Oncology Care) with unified playbooks for clinicians and benefits partners.
  • Managed and mentored product managers and senior product managers across specialty-care programs.
  • Created a unified member record so nurses and navigators shared the same facts during live care coordination.

Director of Digital Products & Strategy

CancerCompass / CTCA Marketplace

2019–2021

Director of Digital Products & Strategy for CancerCompass / CTCA Marketplace, a CTCA-affiliated oncology information, navigation, and patient-engagement platform. CTCA was later acquired by City of Hope.

  • Led relaunch and product strategy for an oncology information and patient-engagement platform serving 30MM annual visitors.
  • Reduced bounce rate by 25% and increased chat conversions by 267% through interface and analytics updates.
  • Directed product strategy and $2M in software development execution across core platforms.

Advisor & EIR

Rough Draft & Red Sea

2018–2019

Codified product operating frameworks and regulatory governance models for early-stage healthtech and hardware teams.

  • Designed product governance templates for early-stage teams navigating FDA, HIPAA, and healthcare procurement hurdles.
  • Structured capital allocation reviews pairing clinical safety milestones with cash runway monitoring.
  • Advised portfolio founders on enterprise healthcare GTM and clinical trial integration.

Fellow

GC Venture Fellows

2018–2019

Evaluated seed-stage healthcare and deep-tech teams, building diligence frameworks for technical and regulatory risks.

  • Built diligence frameworks evaluating clinical evidence strength, regulatory pathways, and EHR integration feasibility.
  • Structured founder governance frameworks for decision rights and clinical advisory board oversight.
  • Benchmarked healthtech portfolio milestones to standardize risk assessment across investment rounds.

MBA Associate

Red Sea Ventures

Dec 2017–Jan 2019

Executed seed-stage diligence and post-close milestone tracking across healthcare and enterprise software investments.

  • Mapped investment thesis memos into post-close operating milestones and quarterly board reporting.
  • Structured portfolio reporting systems tracking clinical user retention and enterprise pilot progression.
  • Screened seed opportunities against regulatory, technical, and market risk profiles.

Product Manager

Doximity — Hiring & Hospital Marketing Solutions; Search & User Growth; Mobile Apps

2013–2017

Product Manager at Doximity across hiring and hospital marketing products, search and user growth, and mobile apps; product lead for Doximity Dialer.

  • Product lead for Doximity Dialer, a clinician communication product letting doctors call patients from personal devices while preserving office caller ID and personal privacy.
  • Dialer went on to power 110M+ video and audio visits from 300K+ active clinicians.
  • Scaled core clinician surfaces across Dialer, secure messaging, profile verification, and career marketplace.

Implementation Engineer / Technical Services

Epic

2012–2013

Implementation Engineer / Technical Services at Epic, supporting EHR implementation, clinical workflow configuration, rollout, training, quality-measurement, and federal incentive-program workflows.

  • Configured EHR clinical decision-support rules, order sets, and documentation flows across hospital health systems.
  • Engineered Meaningful Use and quality-measurement workflows inside Epic's clinical rule engine.
  • Mapped hospital policy constraints into system rules to eliminate alert fatigue and ensure patient safety compliance.

Research Assistant

Georgia Tech / NASA

2009–2012

Studied RNA folding dynamics and sRNA-mRNA interactions, focusing on gene regulation and thermodynamic inhibition.

  • Modeled thermodynamic folding dynamics, sRNA-mRNA interactions, and Hfq-mediated gene regulation.
  • Co-authored a book chapter in the ACS Symposium Series on sRNA-mRNA interactions and Hfq.
  • Analyzed signal-to-noise regulation and molecular dynamics in complex adaptive systems.

B.S. Biomedical Engineering (with honors)

Georgia Institute of Technology

2008–2012

Human-centered clinical systems, pairing biomechanics and design research.

MBA

NYU Stern School of Business

2019

Finance and technology focus, paired with product leadership in regulated markets.

Enterprise AI ClearanceClinical Risk & GovernanceDeterministic ProvenanceDecision MaintenanceAccountability ProtocolsClinical Workflow RoutingAudit Ledger DesignEHR Integration SystemsEvidence VerificationHuman-in-the-Loop Oversight