Mikhail Grinenko

Achieved 51% AI-generated content in routine tasks by Q4 2025, increasing from 0% at the start of the year and targeting 65% by end of 2026.

Developed and deployed 10 proprietary AI tools, enabling 121 specialists (74 designers, 47 editors) to increase task completion speed by 2-3x.

Reduced outsourcing spend by 50% and decreased CPC by 37%, resulting in cumulative savings of ~$670K USD by 2025.

Fine-tuned over 40 LoRA adapters for Flux 1/2 and Qwen Image models across 4 business lines, ensuring brand-consistent AI generation and developing advanced prompt engineering systems.

Architected and implemented agentic LLM pipelines (LangChain/LangGraph) and custom ML models (PyTorch, FastAI, RandomForest) for automated content resizing, generation, and quality validation.

Drove organizational transformation by hiring AI-specialized designers and editors, delivering 13 AI training intensives, and integrating AI experts into sub-teams.

Designed and implemented a comprehensive model evaluation benchmark, achieving automated quality assessment on par with expert human review using ALADIN KID, SIFID, and custom quality metrics.

Led as a 3D Designer and Fullstack Developer, integrating art direction and engineering to deliver interactive campaigns and product experiences across web, video, and 3D platforms.

Spearheaded the development and monetization of Mockupus, a B2B SaaS tool, managing the full lifecycle from concept to 3D engine, backend, and payment integration (Three.js, Node.js, PostgreSQL, Stripe).

Directed 3D and CGI for flagship projects, including the Nicolas Ironov AI designer, Aquarium band website, and national campaigns for brands like Zenit FC and Rukami cyber festival.

Invented and productionized a custom Three.js render engine with GPU-aware optimizations and reusable architecture, reducing delivery time for 3D visualization projects and powering multiple commercial launches.

Developed end-to-end 3D web pipelines (Blender to glTF/glb to Three.js/GLSL) for complex interactive sites, ensuring smooth performance and visual fidelity across devices.

Managed cross-functional teams of designers, developers, and producers, delivering award-winning interactive experiences on time and modernizing internal tools and workflows.