ABOUT
The background
In every job I've had, I was the one who had to answer for the whole thing.
I'm an AI Product Manager. Anamniq is mine: I did the discovery with physicians, the roadmap and the pricing, and I wrote the code. Four and a half months from an empty repo to a live product in three languages. 472 commits, cost per generated document down 70%, 36 regression scenarios on the medical output.
I was doing product work before a contract said so. I ran a department of about twenty clinicians and grew patient volume by 80% in six months, mostly by going and negotiating with seven partner clinics myself. Later, in Dubai, I closed a company. Staff, money, the customers still on the books, all of it mine to sort out, inside a month. Nobody gave me a PM title for any of that, but that is what the work was.
Medicine is why I'm careful in a particular way. Seven years of it teaches you which mistakes a system can absorb and which ones it cannot, and you stop treating that as a design detail. Anamniq has a fail-open / fail-closed policy written down per layer, and tests on the text a doctor actually signs. No one was checking. It still needed to exist.
I work in Claude Code with eight subagents, four custom commands and a few hooks, including one that will not let me close a session without running validation. I set that up because I work alone. It is how I ship and still review what I shipped.
Status
Domains
Open to
AI operations & implementation
AI operations · AI implementation · AI enablement · workflow automation · agentic systems · forward deployed engineer · prompt engineering
Product & project
AI product manager · product manager · product owner · product operations · founding PM · project & program manager · project coordinator
Clinical AI
clinical AI validation · healthcare AI compliance · digital health
EXPERIENCE
The track
Diagnostic Medical Center, Kazakhstan
- Outpatient consultations across pulmonology and general medicine.
- Wrote the clinical documentation that later became the problem Anamniq solves.
Pulmonology & Rehabilitation Center, Kazakhstan
- Grew patient volume roughly 80% in six months by negotiating seven partner clinics myself and expanding department capacity.
- Led about twenty clinicians: hiring, scheduling, performance reviews, patient flow and budget.
Angar Car Care, Dubai
- Closed a business in one month as the only person responsible: staff settlement and layoffs, financial closure, remaining customers.
- Introduced a kanban tracker and financial reporting where neither existed, with an owner, a deadline and a status on every task.
It’s Beauty LLC, Dubai
- Automated the client communication I had been writing by hand, so the repetitive replies stopped taking my time.
- Built the sales, revenue, cost and stock reporting the team planned against.
- Kept client records in the CRM, plus scheduling and bookings.
Anamniq
- Cut the cost of generating one document by 70%, from $0.125 to $0.039, through hourly prompt caching and reasoning-effort calibration. Latency dropped three to five times.
- Shipped a live AI product on my own in four and a half months: 472 commits, ~12,000 lines of JS, seven serverless endpoints.
- Built 36 regression scenarios and 26 unit tests covering medical output and streaming, and set an explicit fail-open / fail-closed policy per layer.
- Launched in three languages with 604 translation keys at full parity, checked by a script on every build.
- Designed five pricing tiers from unit economics, implemented through a feature-flag layer with no tier checks scattered in the code.
EDUCATION
MD, Pulmonology & General MedicineSemey Medical University, 2016–2023
CERTIFICATE
Google Project ManagementProfessional Certificate, Coursera, 2025
CERTIFICATE
Amplitude Foundations: AnalyticsAmplitude, 2026
PROJECTS
What I've built
AI POWERED SAAS
ANAMNIQ
AI clinical documentation for Russian-speaking physicians across Kazakhstan, Russia and the CIS. I built the layer that decides what the model may not invent and where a request is stopped before an expensive call.
SELF AGGREGATOR
SCOUT JOBS
A job board tuned to one search: mine. It pulls listings from several other aggregators and straight from company career pages, then filters them down to the roles worth opening.
SKILLS
What I work with
Point at a group
- Claude API
- Prompt engineering to a domain standard
- Prompt caching
- Reasoning-effort calibration
- Evals & regression sets
- Model output verification
- Guardrails
- Human-in-the-loop
- Multi-stage pipelines with gates
- Fail-open / fail-closed policy
- Token & latency instrumentation
- Localisation · 3 languages, 604 keys at parity
- Product discovery with real users
- Acceptance criteria
- MVP validation
- Prioritisation
- Roadmapping
- Unit economics & pricing
- Launch
- Process design
- SOPs & documentation
- Workflow automation
- Escalation to closure
- Regulated data
- Department leadership · ~20 people
- Hiring & performance
- Stakeholder management
- Agile / Scrum / Kanban
- Sprint planning
- Node.js
- PostgreSQL
- Supabase · RLS
- SQL
- REST APIs
- JSON
- JWT auth
- CSP
- Rate limiting
- Vanilla JS
- HTML
- CSS
- Claude Code
- Codex
- Notion
- Trello
- Amplitude
- Figma
- Git
- Vercel
- Russian · native
- Kazakh · native
- English · B2
- Claude Code
- Codex
- Notion
- Trello
- Amplitude
- Figma
- Git
- Vercel
- Claude Code
- Codex
- Notion
- Trello
- Amplitude
- Figma
- Git
- Vercel
CONTACT
Get in touch
Open to AI product roles, remote. Working from Dubai at UTC+4, available as a contractor.
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