Portrait of Aiym Jussipova

Hey. I'm Aiym,

A PRODUCT& AIBUILDER

AI PRODUCT MANAGER · BUILDS WITH AGENTS

I take AI products from the first user conversation to production — what to build, what the model must never get wrong, what each call costs. Anamniq is mine end to end.

AI PRODUCT BUILD

Claude API, prompt design, layered cost defense.

CLINICAL DOMAIN

Real workflows, seen from inside the department.

FULL-STACK SHIP

Supabase, Vercel, JWT auth, deployment.

PRODUCT & OPS

Discovery, roadmapping, Agile delivery.

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

Dubai, UAE · UTC+4

Domains

  • AI
  • HealthTech
  • MedTech
  • B2B SaaS
  • DevTools
  • FinTech
  • Digital

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

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

SKILLS

What I work with

Skills

Point at a group

  • 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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