Premium QA for AI & Web3 Products
Helping startups test, validate, secure, and refine AI products, Web3 applications, and modern SaaS platforms — before launch, not after.
What I Help You
Test & Validate
AI Product Testing
Systematic evaluation of AI-powered applications — LLM behavior, prompt robustness, output consistency, edge-case handling, and model reliability in production conditions.
Web3 Application QA
End-to-end quality assurance for decentralized applications — wallet integrations, transaction flows, multi-chain compatibility, gas estimation, and dApp UX validation.
Smart Contract Review
Rigorous manual review of Solidity and Rust smart contracts — logic validation, security-layer analysis, reentrancy and overflow checks, pre-audit QA preparation.
UX + Exploratory Testing
Human-driven, context-aware UX and exploratory testing to uncover usability gaps, user-flow friction, and unexpected behavior that automated tools miss entirely.
SaaS QA Consulting
Structured quality assurance consulting for B2B and B2C SaaS platforms — test strategy design, regression analysis, release readiness assessment, and QA process optimization.
Startup Launch Readiness
Pre-launch technical review for early-stage startups — full product QA pass, critical bug triage, risk assessment, and a structured launch readiness report with actionable recommendations.
Transparent
Engagement Tiers
Straightforward pricing designed to match your stage and needs — from focused audits to full-coverage engagements.
- Full QA Audit
- UX Review
- Risk Assessment
- Launch Readiness Report
- AI Product Testing
- Web3 Testing
- Re-check after fixes
- Consultations with team
Capabilities That
Drive Results
A unique blend of AI-native methodology, product thinking, and technical depth — applied to every engagement.
AI-Assisted Workflows
Leveraging state-of-the-art AI tools to accelerate test coverage, pattern detection, and documentation without sacrificing critical human judgment.
Product Thinking
Testing from the user's and the business's perspective — not just technical correctness, but whether the product delivers its intended value.
Precise Bug Reporting
Detailed, developer-friendly bug reports with reproducible steps, severity assessment, and context that enables fast, confident resolution.
User-Flow Testing
Comprehensive coverage of critical user journeys — onboarding, core actions, edge states, error handling, and full cross-device validation.
Edge-Case Analysis
Systematic discovery of boundary conditions and non-obvious failure modes — the scenarios that surface only in real-world usage, identified before launch.
Technical Communication
Clear, structured communication with engineering and product teams — translating QA findings into prioritized, actionable items with full business context.
Startup-Oriented Mindset
Understanding the unique constraints of early-stage companies — balancing thoroughness with speed and risk tolerance with quality standards.
Security-Layer Awareness
QA with an eye on security implications — authentication flows, data exposure risks, privilege escalation vectors, and Web3-specific attack surfaces.
From Scope to
Shipped with Confidence
A structured, transparent process designed to fit within startup timelines — without compromising on depth.
Discovery
Understanding your product, tech stack, user base, risk areas, and project timeline to define a precise QA scope.
Analysis
Reviewing documentation, specs, existing test coverage, and architecture to identify gaps and prioritize test areas.
Testing
Executing structured test plans, exploratory sessions, and AI-assisted coverage across all defined scenarios.
Reporting
Delivering a prioritized report with clear bug descriptions, severity ratings, and developer-ready reproduction steps.
Optimization
Post-fix verification, final regression pass, and recommendations for ongoing QA processes to maintain quality post-launch.
Independent consultant with deep expertise across AI product testing, Web3 application QA, smart contract review, and startup technical consulting. Working with founders and CTOs globally to ship products with confidence.
The Independent
Expert Advantage
Experience across US, EU, and Israeli tech ecosystems brings diverse market awareness and cross-cultural product sensitivity to every engagement.
Rare combination of engineering-level technical understanding and business-oriented product thinking — ensuring QA serves the product's goals.
Workflows built around modern AI tooling — delivering greater coverage depth and faster turnaround without compromising expert-level judgment.
Direct access, fast communication, flexible engagement structures, and an approach calibrated to the pace and constraints of early-stage companies.
Trusted by Founders
& Technical Teams
Igor's pre-launch QA was the difference between a smooth launch and a PR nightmare. He found 14 critical edge cases in our AI recommendation engine that our internal team had completely missed. Exceptional depth of analysis.
We needed someone who understood both smart contract mechanics and real-world user experience. Igor delivered exactly that — a thorough QA pass with the technical precision our DeFi protocol demanded before mainnet deployment.
Fast, precise, and professional. Igor's AI product testing engagement gave us clarity on where our LLM integration was failing silently. His report was developer-ready and immediately actionable. We'll work together on every release.
Common
Questions
Ready to ship with confidence?
Most projects start within 3–5 days. Let's talk about your product, timeline, and what a focused QA engagement looks like for your team.
Book a Free Intro Call →Ready to ship without surprises?
Most QA issues are found too late. Let's catch them early — before your users do.
Let's Discuss
Your Product
Ready to ship with confidence?
Whether you're days from launch or just starting to think about QA strategy, I'd love to hear about your product. I respond to every message within 48 hours.