Abu Dhabi, UAE | valuev.alexandr@gmail.com | LinkedIn | Career Coaching | YouTube
Senior AI Product Manager with 11+ years building AI and data-driven systems across MedTech, FinTech, AdTech, and E-commerce. I bridge strategy and execution by shipping functional prototypes faster than most teams write specs.
Unique differentiators:
- 🔧 Prototype in Figma → Query in SQL → Build with AI-assisted development
- 🧠 Speaks engineering, understands data science, translates for executives
- 🚀 Shipped $4M clinical trial-qualified ML platform in 9 months
- 0️⃣ 0-to-1 builder with rapid prototyping capability
- 👥 Leadership philosophy: Low-ego, coaching-focused, autonomous execution, clear strategy
Senior AI Product Manager - AI Healthcare Copilot & Disease Prediction
HIPAA, ISO 27001, and SOC 2-compliant AI healthcare ecosystem transforming US value-based care for 100K+ patients and 1K+ primary care physicians.
- Led discovery study with 50 physicians proving 60% adoption and 35% time savings
- Secured C-suite investment approval through data-driven stakeholder presentations
- Custom SQL dashboards and interactive ROI models drove annual budget allocation
- Impact: Transformed healthcare delivery for value-based care systems
- Established unified product roadmap bridging clinical and ML workflows
- Implemented self-service BI dashboards enabling 11-person clinical/data science team
- Collaborative model building, evaluation, and deployment of chronic disease prediction models
- Result: 8-week validation cycles → 2-week cycles (enabled weekly releases)
- Replaced random patient scheduling with risk-stratified model
- Deployed across 100+ clinics with emergency risk and multi-factor engagement scoring
- Impact: Identified most vulnerable patients, optimized care delivery
- Delivered ML validation pipeline using synthetic patient-physician encounters
- Stress-tested AI Clinical Notes platform with intentionally flawed scenarios
- Built multi-modal ground truth packages (Gemini TTS audio, structured SOAP notes, timestamp-traceable Evidence Registry)
- Hardened system against documentation errors while eliminating all patient data exposure
- Technical approach: AI-assisted development, rapid prototyping, production-grade testing
Building Trust-Based Validation with Domain Experts CMO validation bottleneck required 8-week manual cycles via Google Sheets. I designed and shipped the Control Board—a self-service validation dashboard enabling CMO to independently verify model predictions with one-click production deployment authority.
- Impact: 8 weeks → 2 weeks (75% reduction) | CMO gained deployment control | 100% adoption
- Orchestrated: 12-team integration alignment, multi-team data pipeline coordination, stakeholder management
Managing Brilliant High-Performers (Complex Leadership) Inherited toxic team dynamic: brilliant Data Scientist delivering exceptional work but publicly berating teammates. Lacked firing authority due to CEO protection. Applied pragmatic leadership:
- Extracted institutional knowledge via strategic new hire
- Redirected high-performer to CEO-sponsored initiatives (leveraged ego for separation)
- Protected team through structural isolation while preserving business value
- Shipped AI prioritization system proving approach works
- Result: Team morale 40% → 85% | Attrition cancelled | $4M project delivered | Business value preserved without termination
Creating Cross-Functional Collaboration Framework Data Scientists optimized for AUC/precision; physicians cared about clinical interpretability (and patient safety). Created structured Research Hypothesis Template requiring joint physician-engineer ownership. Built Control Board as shared validation tool.
- Impact: Model rejection rate 60% → <10% | Cross-team conflict transformed to partnership
Strategic Disease Prioritization Framework Eliminated arbitrary model selection through weighted scoring: manual rule overlap (knockout), patient population size, clinical detectability, historical diagnosis rate, undiagnosed patient estimate.
- Impact: Roadmap transparency (12-month disease pipeline), wasted research cycles eliminated, quarterly planning 3 weeks → 2 days
AI Product Manager | Senior Project Manager | Remote
Private investment fund ($500M+) dominating Russian media landscape via controlling interest in top 50 websites by traffic.
- Multi-agent system: Claude + GPT-4 + Stable Diffusion
- Metrics: 2,000 SEO-optimized articles daily | 90% publish rate | 40x cost reduction
- Led cross-functional collaboration: 4 engineers, 15 editorial team, 2 SEO specialists
- Built content quality evaluation framework ensuring consistency
- Domain expertise: Content automation, multi-agent orchestration, SEO optimization
- Aggregated: insider trades, news, filings, research across 8,000+ stocks
- Built proprietary ML/NLP models generating forecasts, automated signals, continuous backtesting
- Result: 50% reduction in manual effort for hedge fund client
- Skills: Financial analytics, NLP/ML implementation, algorithmic trading systems, data aggregation
- Led team of 20, delivered integrated ERP automating 200-person factory
- Results: 30%+ production increase, lead time reduction, break-even 15% faster
- Scope: Order management → fabric sourcing → manufacturing → fulfillment → marketplace reporting
- Implemented price optimization & promotional bid management
- Skills: E-commerce product management, supply chain automation, team leadership
- Led 8-person team on web performance optimization & advertising revenue growth
- Metrics: 30% page load reduction (CDN + Preact + SSR) | 15% time-on-page increase
- Deployed: ML-based spam protection, personalized content recommendations, comments, instant messaging
- Result: Enhanced valuation during M&A process through measurable performance improvements
Senior Product Manager, Product Owner | Russia
AI-powered surgical navigation system: real-time 3D modeling enabling surgeons to perform complex procedures with millimeter precision.
- Led multi-disciplinary team of 50 professionals: software engineers, QA, data scientists, electronics experts, assemblers, mechanics
- System: ML + computer vision-assisted image-guided surgery
- Result: Production-ready medical device with clinical trial qualification
- Skills: Medical device product management, ML/CV products, multi-disciplinary team leadership, regulatory compliance
- Validated product-market fit across 10 vascular and neurosurgery clinics
- Implemented pay-as-you-go SaaS model with on-demand GPU workstations
- Impact: Eliminated large capital purchases, demonstrated clinical feasibility
- Skills: SaaS product design, product-market fit validation, pricing strategy
- Data-driven optimization: product usage tracking, Sentry error monitoring, ELK analysis
- Built customer-centric transparency culture: bi-weekly demos, product metrics dashboard
- Skills: Performance optimization, data analytics, continuous improvement
Delivery Manager | Remote
AI and multi-agent dynamic route scheduling & optimization serving 30+ B2B clients across UK, USA, Italy, Spain.
- Reduced time-to-market by 50% for AI-powered dynamic route optimization platform
- Increased customer satisfaction by 20% through infrastructure resilience (90% downtime reduction)
- Managed distributed team of 13 across multiple countries
- Skills: AI product management, distributed team leadership, infrastructure optimization
- Knowledge Genesis Group (2014-2015): Delivered government aerospace portfolio platform ($50M+ annual contract value) and real-time multi-agent tactical rescheduling system
- CSSSR (Oct 2017 – Aug 2018): Drove 15% profit improvement via company-wide financial tracking; generated $120K+ revenue through public sector sales
- NetCracker Technology Corp (May 2013 – Jun 2014): Led QA team of 5, increased mobile UI performance by 50%
My approach to leadership centers on psychological safety, strategic pragmatism, and low-ego coaching:
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Protect Team Culture Over Perfect Outcomes
- Sometimes imperfect solutions that preserve team wellbeing beat theoretically optimal approaches
- Transparent about constraints: "I can't fire him, but here's how I'll protect you"
- Psychological safety correlates with product quality (especially in high-stakes AI like healthcare)
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Influence > Authority
- Build alliances, create paper trails, leverage ego strategically
- Navigate matrix organizations without formal power through collaboration and credibility
- Meet teams where they are; offer help, not just asks
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Empower Domain Experts
- Self-service validation tools > gatekeeping technical decisions
- Give non-technical stakeholders deployment control with appropriate guardrails
- Democratizing control accelerates innovation
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Strategic Knowledge Management
- Never confront toxic high-performers until you've eliminated their "irreplaceable" status
- Document institutional knowledge disguised as team expansion
- Succession planning is insurance policy
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Pragmatic Problem-Solving
- Accept 80% solutions that are politically possible over 100% solutions that aren't
- Honest transparency builds more trust than false promises
- Sometimes you must pause feature delivery to fix foundations (infrastructure before scale)
- Generative AI: Claude, GPT-4, Gemini, Qwen, Stable Diffusion
- AI Frameworks: LangChain, agent orchestration, multi-agent systems, prompt engineering
- ML Workflows: Model evaluation, synthetic data generation, feature engineering
- Specialized: Computer vision, NLP, RAG, fine-tuning, model optimization
- Databases: SQL, BigQuery, MongoDB
- Analytics: Product analytics, ELK Stack, Amplitude, Mixpanel, Tableau
- Tools: Google Colab, OpenReplay, dashboard design, ROI analysis
- Product Development: 0-to-1 strategy, roadmap, go-to-market, A/B testing, OKR/KPI setting
- Tools: Figma, Miro, Confluence, Jira, Trello, rapid prototyping
- Methodologies: Agile/Scrum, user research, discovery, stakeholder management
- Languages & Platforms: Python, GCP, AWS, Vercel, CloudFlare
- Architecture: API design, SaaS architecture, CI/CD, Infrastructure-as-Code, distributed systems
- Security: SSO, RBAC, HIPAA compliance, ISO 27001, SOC 2
- Healthcare: HIPAA, HL7, FHIR, value-based care, clinical workflows, EHR/EMR systems, clinical trials, medical imaging
- FinTech: Trading systems, algorithmic trading, risk management, portfolio management
- MedTech: Medical imaging (CT, MRI), surgical navigation, computer vision applications
- InsuranceTech: Medicare, Medicaid, US insurance system dynamics
- E-Commerce: Supply chain automation, ERP, price optimization, marketplace analytics
- Aerospace & Defense: Portfolio management, mission planning, multi-agent systems
- Logistics: Route optimization, dynamic scheduling
Founder & Career Coach | Dec 2022 – Present
Helped 100+ senior software engineers land dream jobs, get promoted, and raise salaries through outstanding résumés and behavioral interview preparation.
Resources:
- Telegram: t.me/itcareertech
- YouTube: @itcareertech
Skills demonstrated: Career coaching, content creation, personal brand, technical communication
Prototype leveraging LangChain, Python, OpenRouter, Gemini, and Claude APIs for resume parsing and skill assessment.
After 11+ years building products and leading teams, I realized technical excellence alone isn't enough—how you communicate your impact determines career trajectory. I started coaching because senior engineers often underestimate their achievements and struggle to articulate leadership impact.
My philosophy: Great engineers should lead great companies. If my resume coaching helps 100+ engineers tell their stories better, they'll make better products.
- Multimodal AI products and applications (vision + text + audio)
- AI safety and responsible AI practices in healthcare
- AI-powered developer tools and productivity
- Enterprise AI adoption strategies (how big organizations actually implement AI)
- GenAI for knowledge workers (reducing information overload)
- Healthcare AI scalability (from pilot to 100K+ patients)
- Multi-agent systems architecture and orchestration
Always interested in discussing AI product strategy, healthcare technology, team leadership challenges, or career development in tech.
- Email: valuev.alexandr@gmail.com
- Phone: +998 900 001 596
- LinkedIn: linkedin.com/in/valuev
- Telegram (Career Coaching): t.me/itcareertech
- Telegram (Direct): t.me/asnkt
I don't just manage products—I ship them.
Whether it's orchestrating 12 engineering teams to launch a validation dashboard in 4 weeks, managing brilliant but toxic high-performers while protecting team culture, or building frameworks that eliminate 75% of deployment cycles, I solve real business problems that matter.
What this means: If your organization is scaling AI systems, navigating healthcare compliance while maintaining development velocity, or trying to extract maximum value from distributed teams, I can help.
Last updated: November 2024 Currently available for consulting, partnerships, and leadership roles in AI-driven healthcare and FinTech