Lead teams and operations for F500 client engagements across multiple sectors including financial, pharmaceutical, automotive, regulatory and insurance. Perform in-depth analysis to find improvement opportunities for revenue, profitability, leadership, staffing, security, data quality, infrastructure, deployment, and scale. Reporting to client Board and C-Suites to provide strategic and tactical oversight and enterprise strategy for transformation. Collaborate with clientele to incorporate industry best practices and build foundations for scale. Provide patterns incorporating industry trends (security, modularity, vendor-agnostic, observability, optimizations) for the end-to-end model development lifecycle. Draft technical documentation and provide reusable code repositories for all client projects and deployments. Build observability platforms for metrics, tracing, and logging aggregation to reduce noise, make alerting meaningful and signal automated retraining. Report to CEO & Co-Founder.

Integrated data and proprietary technology into existing infrastructure and workflows following company acquisitions. Supported and maintained large-scale Kubernetes environments. Researched time series forecasting models for AIOps-based anomaly detections. Built Kubernetes-based observability solutions to aggregate metrics for failure prevention and recovery. Converted core components of the infrastructure/system to Python-based workflows to better support ML integrations and utilize open-sourced tooling.

Led computer vision R&D for the ML enablement team. Designed and developed computer vision models and supporting infrastructure to support 2000+ closed circuit video feeds for real-time object detection, motion detection, motion tracking, alerting, and monitoring. Architected production level infrastructure utilizing Google Cloud to handle high bandwidth, real-time video streams. Worked closely with the app development and backend engineering teams to integrate and inform.

Managed 50+ remote staff, comprised of iOS, Android and web developers, backend engineers, UX/UI, animation artists, visual graphics, video production and post-production teams. Advised venture firm on strategy and investment opportunities. Led operations and managed 8-figure budgets across multiple, international productions and teams. Directed branding and marketing teams for targeted campaigns, asset development, and growth analysis. Ran investor meetings, pitches, and managed stakeholders. Built relationships with industry partners for licensing and revenue streams. Acted as interim CEO. Reported to the CEO and Managing Partner.