Engineering Director at CODVO.AI leading surgical data annotation and programs with high throughput and quality standards. Managing complex video annotation projects and client relations in a hybrid setup.
Responsibilities
Provide strategic and operational leadership for a portfolio of high throughput, clinically defensible, audit ready surgical video annotation programs.
Own scale, standardization, automation leverage, quality systems, and client trust across multiple programs—ensuring predictable delivery, regulatory readiness, and measurable ROI on human in the loop operations.
Own end to end delivery for multiple concurrent surgical video annotation programs across clients, procedures, and modalities.
Set and enforce standard operating models from intake → de identification → annotation → QA/IRR → adjudication → dataset release + evidence packs.
Ensure programs meet or exceed SLAs, quality thresholds, and release timelines at scale.
Define and institutionalize annotation operating standards: Program playbooks, SOPs, Quality gates, Evidence pack structure, Dataset versioning discipline.
Ensure every program is reproducible, auditable, and clinically defensible.
Partner with senior clinical SMEs to define and approve procedure level ontologies (phases, steps, anatomy, tools, events).
Ensure consistent translation into labeling guidelines, UI constraints, and QA checks.
Own governance mechanisms to resolve clinical ambiguity, manage guideline evolution, and prevent ontology drift across programs.
Set the automation vision and roadmap for surgical video labeling: Pre-labeling + verification as default, Confidence/uncertainty based task routing, Active learning feedback loops.
Drive continuous reduction in cost per labeled minute and human effort per release.
Partner with ML, platform, and data engineering leaders to productionize automation gains.
Design and govern enterprise grade quality systems: Multi-rater strategies by label class, IRR standards, Calibration and retraining frameworks, Acceptance thresholds by use case (R&D vs regulated).
Ensure every dataset ships with a complete Evidence Pack: Provenance, QA & IRR reports, Adjudication logs, Clinical and delivery sign offs.
Own disagreement governance across programs: Escalation paths to senior adjudicators and clinicians, Systematic tracking of ambiguity categories, Closure of recurring issues via guideline and tooling updates.
Proactively identify delivery, quality, compliance, and reputational risks.
Ensure all annotation programs comply with de-identification standards, Data access controls, Logging, retention, and audit requirements.
Serve as executive owner for security reviews, audits, and vendor risk assessments (SOC2 / ISO aligned environments).
Act as senior escalation and trusted advisor for clients.
Lead executive level program reviews, roadmap discussions, and expansion opportunities.
Ensure PoCs convert into long-term, scaled production partnerships.
Build and lead a multi-layered delivery organization: Program Leads, Senior annotators & adjudicators, QA auditors, Training & calibration leads.
Define career pathways, certification standards, and succession plans.
Director, Global Treasury overseeing cash management and liquidity planning at Hygiena, a global health solutions provider. Managing treasury operations and leading financial strategies for business growth.
Regional Sales Director leading Transcatheter Heart Valve sales initiatives in Texas. Driving sales strategy and managing talent for optimal client relations and performance outcomes.
Director of Physical Revenue driving revenue growth across physical business at Universal Music Group. Managing retail strategies and execution to enhance revenue and partnerships.
Global New Business Director for Edge Performance Network responsible for client acquisition and pitch orchestration. Collaborating across teams to drive growth in performance marketing engagements.
Director of Strategic Price Setting to lead pricing team at NAPA Auto Parts. Driving innovative pricing strategies to maximize profitability and competitive advantage.
Senior Director leading an analytics team supporting Evolent's primary care business. Connecting insights to strategy and managing performance evaluations with executive reporting.
Senior Director managing construction disputes and advisory projects at Ankura's Los Angeles office. Leading engagements, analyzing project issues, and providing strategic advisory services in construction.
Sr. Director leading client relationships and proxy campaign strategies for Broadridge's Non - Listed Issuer team. Overseeing client outreach and regulatory compliance in asset management.
Director of Literacy for Étoile Academy developing literacy curricula and supporting teachers. Collaborating with educational leaders to improve student literacy outcomes across K - 8 grades.
Senior Director managing biostatistics at Bristol Myers Squibb. Leading cross - functional collaboration and providing statistical input for global product strategies.