70-90%
Workflow acceleration
Repeatedly reduced manual research, task prep, and ops-heavy workflows.
Current viewOverview
Live CV for AI, analytics, and product leadership roles
Iaroslav Argunov
I build AI products and analytics systems that make hiring me feel obvious.
Product-minded AI and analytics leader with hands-on depth across commercial real estate, anti-fraud, automation, generative AI, and decision-support systems. I ship from strategy to product logic to execution.
Why teams hire me
Strategy, architecture, and execution in one operator.
Selected proof
Measured impact across product, analytics, and operational systems.
1.5x
Anti-fraud response
Improved reaction speed to phishing-related ads in a scale-sensitive environment.
3x
Analytics efficiency
Cut manual analysis workload in public-sector and operational analytics systems.
6-10 wks
0→1 launch speed
Took consumer AI product concepts to production with monetization and analytics.
How I work
I bring founder velocity with enterprise-grade rigor.
The differentiator is not just building models. It is turning messy domain workflows into product systems that save time, improve decisions, and create leverage.
AI products that ship
I turn LLMs, retrieval, decision logic, and domain data into products people actually use, trust, and pay for.
Analytics that drive action
I build the data layers, KPIs, reporting systems, and forecasting workflows that executives and operators can use immediately.
Leadership with execution depth
I lead teams, design architecture, and still go hands-on across Python, SQL, product logic, and user-facing delivery.
Case studies
The work that sells the story.
Five flagship cases chosen to show range: AI-native product design, customer-facing analytics, high-scale risk systems, and long-horizon automation.
Hover or tap a case card to inspect how I think, build, and ship.
Featured caseAI product, marketplace intelligence, workflow automation
AI Commercial Real Estate Agent
Head of Analytics / Product & AI Architecture Lead
Turned CRE discovery into a conversational, persistent decision-support workflow.
Designed an AI-native assistant that compresses broker, analyst, and researcher workflows into one interface for search, follow-up questions, property evaluation, cap-rate reasoning, rent estimation, and recurring sourcing.
What I drove
- Architected AI-assisted property search with persistent context and follow-up reasoning.
- Defined task-based sourcing logic for recurring monitoring and alerts.
- Built financial intelligence patterns for value, cap-rate, and rent-based analysis.
Impact
- 70-85% faster initial shortlist creation
- 20-30% lift from search to qualified review
- 60-75% less manual analyst effort per request
Additional signal
Strong supporting cases, not filler.
Beyond the headline projects, I have also built systems for brand-safe generation, document intelligence, video localization, voice search, portfolio optimization, and workflow bots.
Applied GenAI beyond demos
Built brand-safe visual generation, document intelligence, task-design copilots, video localization, and voice-search assistants as operational systems, not experiments.
Comfortable from 0→1 to scale
Founded products, led analytics functions, managed teams, and shipped tooling inside both startup and high-scale environments.
Research-backed and business-oriented
Combine product instinct, technical depth, and analytical rigor with published work, hackathon wins, and measurable outcomes.
Experience arc
Built through government analytics, high-scale tech, and founder-led product work.
The throughline is consistent: remove friction, raise signal quality, and build systems that people can rely on.
Oct 2025 - Present
Head of Analytics @ Realmo
Leading analytics strategy, data products, and customer-facing intelligence across an AI-driven commercial real-estate platform.
Sep 2025 - Present
Founder @ BZ Labs
Building practical AI and data products that increase team speed, visibility, and decision support.
Jun 2024 - Aug 2024
Technical Manager @ Yandex
Led anti-fraud analyzers, AI labeling workflows, and moderation tooling in a risk-sensitive environment.
Feb 2022 - Aug 2024
Specialist → Chief Expert @ Moscow Analytical Center
Built forecasting, dashboards, bots, reporting automation, and data infrastructure for city-level decision support.
Contact
Need someone who can lead, build, and ship without hand-holding?
Let's talk about AI product leadership, analytics strategy, technical management, or a high-leverage 0→1 build.