Institute of Artificial Intelligence MIPT

Professional Projects & Achievements

Projects & Achievements

Key projects and technical achievements during my time at Institute of Artificial Intelligence MIPT

📱

SPV Product Strategy - Smart Platform for AI-Driven Revenue Growth

Chief Product Officer (CPO) Jan 2024 – Present Product Strategy & Development
Artificial Intelligence & Revenue Optimization

Technologies Used

Large Language Models (LLMs)Semantic Intelligence LayerAutomated Data EngineeringRevenue-Oriented AI AgentsRaaS Model (Research-as-a-Service)SaaS & TokenizationEnterprise Data IntegrationB2B and B2C SolutionsE-commerce PlatformsRetail Analytics

Key Features

  • Semantic Core Construction
  • Automated Data Unification
  • Revenue-Oriented AI Agents
  • RaaS Model Implementation
  • SaaS & Tokenization Monetization
  • +5 more features

Key Achievements

  • Product strategy development for AI-driven revenue growth
  • Semantic intelligence layer architecture design
  • Revenue-oriented AI agents specification
  • +7 more achievements

My Role & Responsibilities

Leading strategic product development for AI-driven revenue growth platform, focusing on semantic intelligence and revenue optimization for B2B and B2C enterprises

  • Product strategy development and execution
  • Semantic intelligence layer architecture
  • Revenue-oriented AI agents design
  • RaaS model development and implementation

Project Impact

Users: B2B and B2C enterprises, e-commerce and retail companies
Scale: Enterprise-level AI-driven revenue optimization
Coverage: Revenue-impacting AI agents for business growth
📱

Presale Process Management - AI Solutions

Chief Product Officer (CPO) Jan 2024 – Present Presale Process Management
Artificial Intelligence & Business Development

Technologies Used

vLLMLM StudioOllamaQwen3-30BGigaChatGradioCustom JS FrontenddoclingmarkerLayoutParser +13 more

Key Features

  • Client Request Qualification
  • Technical Specification Translation
  • Demo Stand Presentations
  • Business-to-Technical Mapping
  • Statement of Work (SoW) Drafting
  • +5 more features

Key Achievements

  • 40% demo to paid PoC conversion rate target
  • 60% paid PoC to contract conversion rate target
  • ≤6 weeks average presale cycle time
  • +7 more achievements

My Role & Responsibilities

Leading comprehensive presale process for AI solutions, managing client relationships, technical validation, and successful PoC delivery

  • Presale process strategy and optimization
  • Client qualification and requirement analysis
  • Technical feasibility assessment and validation
  • Competence Center coordination and resource allocation

Project Impact

Users: Enterprise clients, B2B and B2C companies
Scale: Multiple PoC projects across various industries
Coverage: AI solution presale and implementation
ИИ-ПАК - Программно-аппаратный комплекс для развертывания AI решений
Active

ИИ-ПАК - Программно-аппаратный комплекс для развертывания AI решений

Chief Product Officer (CPO) Jan 2024 – Present Программно-аппаратный комплекс для AI
Artificial Intelligence & Machine Learning

Technologies Used

MetaX C500 GPUMTT S4000 GPUvLLM Inference EngineFP16/BF16/INT8 QuantizationREST/gRPC APIs1C IntegrationRAG PipelinesSSH/SQL AgentsMLOps ToolingGenAI +4 more

Key Features

  • Программно-аппаратный комплекс для развертывания AI решений
  • Инференс популярных AI моделей
  • NVIDIA-free GPU Support (MetaX C500, MTT S4000)
  • On-Premises Deployment
  • Data Sovereignty
  • +8 more features

Key Achievements

  • Up to 2x cost savings vs NVIDIA-based solutions
  • Zero sanction risk with friendly nation hardware
  • Full warranty and Russian-language SLA support
  • +9 more achievements

My Role & Responsibilities

Руководство разработкой программно-аппаратного комплекса для развертывания AI решений и инференса популярных моделей. Участие в пресейлах и разработка CorpLLM/Корпоративного GPT интерфейса с демо-версией

  • Product strategy and roadmap development
  • Программно-аппаратный комплекс архитектура и дизайн
  • CorpLLM/Корпоративный GPT interface development (полностью разработан Максимом Орелом)
  • Участие в пресейлах и демонстрациях решений

Project Impact

Users: Enterprises, Government, Defense sectors
Scale: Single-node to multi-rack clusters
Coverage: Russian market with sovereign AI solutions

🎬 Demo & Assets

Technologies & Skills

Technologies and tools used across all projects

1C IntegrationAI AgentsAutomated Data EngineeringB2B and B2C SolutionsConfluenceCustom JS FrontendDETR/TSRE-commerce PlatformsEnterprise Data IntegrationExcel/PDF GeneratorsFP16/BF16/INT8 QuantizationGenAIGigaChatGradioLM StudioLarge Language Models (LLMs)LayoutParserMCPMLOps ToolingMTT S4000 GPU