Chief Operating Officer & Founding Partner
Insight.Ai (InsightFace / Picsi.Ai Ecosystem) Full-time
Operational leader and founding partner responsible for transforming a niche AI research foundation into a commercially viable, multi-platform generative AI business spanning consumer products, enterprise licensing, and proprietary developer integrations. Direct daily operations, corporate strategy, go-to-market execution, product vision, marketing, revenue operations, community engagement, partner development, compliance, and commercialization for a high-growth company operating at the intersection of facial recognition, synthetic media, and creator tooling. Draw on 25+ years of experience across enterprise IT operations, global platform growth, marketing leadership, and creative media to build the business, legal, product, and operational infrastructure required to scale in the generative AI sector.
Commercialization, B2B Sales & Platform Economics
- Commercialized raw deep learning and computer vision research into a monetized, market-ready SaaS and enterprise platform, bridging the gap between highly technical model development and accessible, revenue-generating consumer and B2B offerings.
- Direct all daily operations across product, marketing, commercialization, partnerships, customer experience, documentation, and strategic planning, serving as the principal operational counterpart to the founder/CEO and complementing core technical innovation with business execution, productization discipline, and market expansion.
- Built and scaled a dual-track B2C and B2B operating model serving both individual creators and enterprise buyers, including freemium and paid consumer subscriptions as well as enterprise-grade API licensing, self-hosted deployments, and commercial model access for strategic partners.
- Designed and implemented tiered subscription and monetization frameworks across the ecosystem, including Basic, Pro, and Ultra plans, while also architecting a dual-currency model using daily credits and permanent tokens to align platform economics with variable AI compute cost.
- Engineered platform pricing and economic architecture described as supporting 50%+ gross margins, including dynamic server-side pricing logic tied to upstream model choice, resolution, and generation type.
- Reduced billing risk by moving pricing enforcement and token validation to the backend rather than trusting client-side payloads.
- Built the enterprise licensing and partnership motion from the ground up, negotiating and managing commercial relationships across AI infrastructure, global agency networks, entertainment, experiential media, creator tooling, post-production, cultural institutions, and commercial licensing environments.
- Managed SaaS and self-hosted deal structures, enterprise procurement complexity, usage-based billing, renewals, and true-up processes, helping grow B2B and enterprise usage from zero to 5M+ aggregate monthly API calls.
- Navigated enterprise onboarding and cross-border compliance requirements, including large-enterprise supplier marketplace workflows, vendor processes, W-8BEN documentation, and associated international payment and tax requirements.
- Directed revenue operations across subscriptions, platform purchases, API monetization, and partner arrangements so the business could scale without losing control of pricing integrity, abuse prevention, or margin discipline.
Product Vision, UI/UX Design & Advanced AI Engineering
- Spearheaded the evolution of the company’s technology from research-oriented tooling into a scalable cross-platform ecosystem, including Web Face Swap Studio / Studio v2, native iOS and macOS applications, a Discord bot, a Google Chrome Extension, and an Adobe Photoshop Plugin.
- Led end-to-end product strategy, expansion, wireframing, feature conceptualization, and UI/UX design for the Picsi.Ai ecosystem, converting complex model-driven workflows into intuitive, monetizable interfaces for creators and enterprise stakeholders.
- Designed modern, consumer-friendly product interfaces and interaction patterns using approaches such as master-detail navigation, accordion controls, and glassmorphism-inspired layouts.
- Drove adoption of proprietary and advanced model capabilities supporting high-resolution, motion-stable face swapping, improved eye-color and skin-tone retention, and low-latency cross-platform facial recognition.
- Worked across and commercialized technical foundations including InsightFace algorithms and related model stacks such as ArcFace, RetinaFace, SCRFD, InspireFace C/C++ SDK, PyTorch, and MXNet.
- Led advanced AI product engineering and feature strategy for a proprietary creative capability layer spanning facial-structure refinement, expression control, texture restoration, occlusion repair, mouth-retention logic, age transformation, headshot generation, stylization, high-detail enhancement, and workflow optimization.
- Developed and positioned a proprietary AI orchestration layer to intelligently combine multiple enhancement capabilities, improve realism, reduce manual parameter tuning, and make advanced creative workflows more accessible to nontechnical users.
- Oversaw feature development for high-definition image, GIF, and video face swapping, including precision-targeted multi-face workflows capable of swapping up to four distinct identities simultaneously in complex media.
- Pioneered real-time and on-device AI experiences across the product suite, including live camera face swapping, macOS live screen-capture face swapping, and immersive or stereoscopic VR-oriented face-swap functionality designed to maximize responsiveness, privacy, and performance.
- Expanded the product beyond deterministic face-swap tooling into generative AI creation, including prompt-based and multi-seed outputs, stylized portrait generation, and workflows that blend generative image models with proprietary facial identity pipelines.
- Architected an advanced image-generation workflow combining multi-reference text-to-image and image-generation systems with simultaneous face-swap execution in a single user action.
- Integrated and operationalized multiple third-party and proprietary AI model pathways, including text-to-image, image-to-image, video-generation, multimodal, and facial-identity systems supporting consumer, creator, and enterprise workflows.
- Built systems and workflows for high-throughput processing described as capable of handling up to 10 simultaneous image, GIF, and video generation requests while preserving performance and operational stability.
Infrastructure, Legal Compliance & IP Governance
- Architected high-performance operational and backend infrastructure to support rapidly scaling workloads associated with neural-network inference, high-bandwidth visual content delivery, and low-latency global usage patterns, leveraging a strong ITIL and enterprise operations background.
- Led infrastructure scaling, operational readiness, and localization efforts to support a rapidly growing international user base, enterprise demand, and increasing complexity across desktop, web, mobile, plugin, and community surfaces.
- Managed quality assurance and product refinement across platforms, identifying UI inconsistencies, edge cases, rendering artifacts, occlusion failures, workflow confusion points, and cross-platform bugs, and coordinating fixes with engineering resources, including offshore teams where applicable.
- Oversaw the commercial deployment, licensing strategy, and IP positioning of proprietary deep learning assets to ensure technical innovation was translated into defendable, differentiated, and monetizable products.
- Protected intellectual property and licensing boundaries by investigating infringement and preparing or issuing formal cease-and-desist and DMCA actions involving competitors, unauthorized commercial users, and misuse of proprietary model assets.
- Drafted, refined, and enforced the legal and policy framework surrounding the business, including Terms of Service, Privacy Policies, ethical AI guardrails, community rules, and brand-safety operating policies.
- Championed ethical AI governance and responsible synthetic media practices by establishing strict guidelines prohibiting NSFW content, harmful deepfakes, unauthorized celebrity likenesses, and other unsafe use cases.
- Implemented and maintained moderation, automated NSFW detection and warning processes, and broader content-safety controls to support inclusive community standards and responsible AI deployment.
- Navigated complex payment processor, fraud, app-ecosystem, and platform compliance challenges; successfully appealed and reversed critical payment account restrictions and closures by documenting compliance posture, KYC controls, and misuse-prevention safeguards.
Community Building, Marketing & Digital Growth
- Built and led customer-facing commercial and growth programs, including creator marketing, viral distribution, community-led amplification, and beta feedback from advanced users.
- Grew and managed an active Picsi.Ai Discord community as a core product-feedback engine, support layer, and creator ecosystem, helping establish a self-reinforcing loop between user education, product iteration, content virality, and retention.
- Democratized sophisticated creative workflows for nontechnical users by turning advanced AI and computer vision capabilities into approachable tools focused on storytelling, experimentation, and inclusive digital representation.
- Directed marketing, community, and outward-facing brand operations, including growth strategy, product messaging, positioning, launch communications, and campaign execution across consumer and enterprise touchpoints.
- Developed and executed customer acquisition and retention strategies spanning organic, partner-driven, viral, and paid channels; oversaw App Store Optimization, SEO initiatives, keyword-rich web content, A/B testing, ad copy experimentation, and broader growth-marketing systems.
- Managed outward-facing communication and content operations, including user guides, FAQs, compliance copy, App Store copy, changelogs, blog content, newsletters, media kits, and product marketing materials.
- Authored comprehensive technical and customer-facing documentation using Markdown, HTML, and other web-ready formats to support onboarding, support deflection, product credibility, and polished brand presentation.
- Produced, directed, or managed commercial marketing collateral and high-energy sizzle reels for YouTube, social, and partnership contexts to demonstrate platform capabilities and strengthen conversion.
- Oversaw community engagement and support escalation practices, including tier-3 issue handling, operational incident response, and service continuity during periods of rapid growth and product change.
- Cultivated strategic partnerships and creator-facing relationships that expanded awareness and demonstrated real-world use of the technology, including notable creator and entertainment-sector collaborations showcasing photorealistic AI integration in digital media contexts.
- AI Commercialization
- Product Strategy
- Enterprise Partnerships
- Revenue Operations
- SaaS Monetization
- B2B Licensing
- Go-to-Market Strategy
- Synthetic Media
- Computer Vision
- UI/UX Translation
- Growth Marketing
- Ethical AI Governance
- IP Enforcement
- Operational Infrastructure
- Community-Led Growth