Molecular thermodynamics
Bench research focused on molecular thermodynamics and binding kinetics, modeling energy states and transition barriers.
Product leadership in healthcare and finance.
Partnering with teams who ship responsibly.
Contact Kanav via emailA long-range friction study
Kanav Jain’s work, mapped across scale. Follow how friction is measured and reshaped from molecules to systems.
Scroll or swipe to move through the study.
Each layer keeps the same friction framework as scale increases.
2010–2014 · Molecular
Bench models map binding energy, transition states, and kinetic loss.
Signal: binding energy, activation barriers.
2014–2019 · Clinical
Field audits isolate bottlenecks and rewire queues, handoffs, and clicks.
Signal: time-on-task, rework loops.
2019–2023 · Defense
Defense stacks translate risk into guardrails and support systems.
Signal: exposure, volatility, loss.
2023–2025 · Institutional
Policy design traces compliance load to funding and mandates.
Signal: bureaucracy, compliance load.
Bench research focused on molecular thermodynamics and binding kinetics, modeling energy states and transition barriers.
Clinical workflow engineering reduced administrative steps and queue lag in care delivery.
Work addressed financial risk and system defenses for first-generation physicians.
Work examined bureaucracy and policy, translating compliance requirements into measurable operational burden.