Alex Rezvov
CTO / Software Architect
AI products. AI-powered processes.
I architect and build AI/LLM solutions — and build high-performance cultures where AI is a teammate, not just a tool.
Based in Europe. Available globally.
About
Career Highlights
I'm a technical leader with 18+ years of experience in software development, from computer vision and C++ to modern AI/LLM solutions.
I've led teams of up to 50 engineers (200+ people total including support and operations), managed projects with budgets exceeding $10 million, conducted 2000+ interviews, hired 1000+ specialists, and architected 35+ projects across various industries.
I founded ForEach Partners, an alliance of 100+ specialists delivering complex software solutions with a developer-led partnership model.
Current Focus
- AI products: Architecting and building AI/LLM-based solutions (ExoChat, Stamina.chat, AI voice systems).
- AI-powered processes: Leveraging cutting-edge AI tools across the entire development lifecycle — from coding to DevOps to QA.
- Team formation (AI-empowered): Building high-performance teams from the ForEach Partners network; empowering client teams with AI-native cultures.
- Development process consulting: Process organization with consistent AI integration, training teams on AI tools, and establishing AI-driven documentation and review procedures.
- Product development partnership: Acting as a technical co-founder to build and scale AI-powered products from architecture to deployment.
- AI tooling consulting: Advising on the development of next-generation AI-powered developer tools.
I've helped enterprise clients scale systems to handle 30x load surges and deliver mission-critical solutions across healthcare, fintech, telecommunications, e-commerce, logistics, and social media.
Services
Software Development with My Team
ForEach Partners — an alliance of 100+ well-coordinated specialists who have delivered dozens of successful projects.
Core offerings
- • Full-cycle custom software development
- • Financial systems, data aggregators, catalogs
- • Business automation tools
- • Mobile apps (cross-platform and native)
Team flexibility
- • My team (ForEach Partners network)
- • Your team under my leadership
- • Hybrid augmentation
- • Any stack via extensive network
What makes us different
- • Direct communication — no layers
- • Partner-led — senior dev/architect per project
- • Cost efficiency — 25th percentile pricing
- • Innovation — Go, Rust, LLM, Telegram Mini Apps
Budgets: from $5K USD; average ~$30K; largest managed to $400K; as subcontractor to $10M USD.
Development Process Consulting
- • Time and cost estimation for product ideas
- • Team selection and formation (build, find, or hybrid)
- • Contractor relationship analysis
- • Process optimization when velocity lags team size
Product Development Partnership
Co-founder and partner in multiple products.
- • I handle: development, deployment, tech support
- • Partner: business dev, marketing, operations
Open to B2B product partnerships where you have the vision and need a technical co-founder.
AI Expertise
AI-Oriented: Creating AI Solutions
ExoChat
M2P: AI that talks like a human but stays under strict business control. Predictable, testable, and compliant.
Stamina.chat
AI psychologist with production-grade safety guardrails. Safe and reliable mental health support.
Ainsys
AI-powered prospecting and outreach automation with multi-model LLM orchestration.
AI Voice Support
Production-ready voice assistants with natural interruption handling and multilingual support.
AI Architecture Expertise
Real-World AI Challenges We Solve
AI-Powered: Models I Work With
| Model | Vendor | Use Cases |
|---|---|---|
| GPT-5.2 | OpenAI | Frontier reasoning, complex knowledge work, multi-step projects |
| Claude 4.5 Opus | Anthropic | Advanced agentic tool use, memory, and coding |
| Gemini 2.5 Pro | Multimodal reasoning, 10M+ context processing | |
| Llama 4 Herd | Meta | Open-source frontier performance, self-hosted solutions |
| Grok 3 | xAI | Real-time information, unconventional perspectives |
AI-Powered Development Tools
AI-Empowered Teams
Consistent AI integration across all roles — not just developers. A unified approach to AI tools for every team function.
AI writes boilerplate and reviews PRs. Routine coding takes minutes.
AI generates IaC and diagnoses cluster issues from logs.
AI maintains unified context across docs and tickets.
Model-to-Model testing. Autonomous agents validate non-deterministic AI.
AI analyzes complexity for estimates and drafts reports.
AI correlates alerts and drafts runbooks. MTTR drops significantly.
AI drafts responses and keeps knowledge base current.
AI drafts docs from code and generates changelogs.
AI scans for vulnerabilities and checks compliance.
AI generates SQL and builds dashboards from natural language.
Consistent AI Methodology
Unified approach to AI usage across projects and team members.
- •
.cursor/rules - • Project context, prompt templates
- • Coding standards in AI tools
- • AI-assisted doc generation
- • Consistency checks, versioned KB
- • Structured templates
- • Unified code review instructions
- • Security and performance protocols
AI Training Programs
Structured curricula, hands-on workshops, role-specific paths (dev, analyst, QA, DevOps).
Topics: prompt engineering, context management, tool selection, quality assessment, security, cost optimization.
Psychological Support
Partnership with Eantro — ICF-certified psychologists and coaches: addressing fears, reframing AI as augmentation, guided practice, safe space for concerns, career planning with AI skills.
Technology Stack
Projects & Products
Full Portfolio
Explore the complete list of 35+ delivered projects, case studies, and technical deep-dives.
ForEach Partners
Development Partnership Network
Go, Rust, Python, TypeScript, React, Next.js, Vue.js, Flutter, PostgreSQL, Kubernetes, Docker, OpenAI API
ExoChat
M2P Dialog Framework for building controlled AI conversations
LLM, FSM, Python, Rust
Stamina.chat
AI Psychologist mobile application
LLM, Flutter, Django
Oktend
Custom Software Development Team
Go, Rust, Python, React, Vue