Dr Kacper Lemanski, Clinical Product Engineer
I start with the workflow, understand the constraints and build the product around both.
Clinical context, product judgement and working software.
AI engineering
Structured clinical capture
Designed and built conversational workflows that capture structured clinical data during patient interactions.
Work spans dialogue design, voice infrastructure, clinical logic and safe handoff into the wider product.
Product ownership
Sole product owner
Own requirements, prioritisation and end-to-end workflows for a new primary-care record system.
Translate clinical work into product decisions across consultation, documentation and operational journeys.
Applied AI
Under 10 minutes from roughly two months
Built an AI pipeline that reduced a GP clinical audit from roughly two months to under ten minutes.
Turned a manual review process into a repeatable workflow with structured outputs for clinical teams.
Technical leadership
WordPress replaced with Next.js
Lead the technical work for a global community of healthcare innovators.
Replaced the legacy WordPress site with a faster Next.js platform and improved its product foundations.
Full-stack engineering
Mobile and web delivery
Built mobile and web products for petrol-price collection, monitoring and operational analysis.
Delivered the product across React Native, Expo, Next.js and PostgreSQL.
Patient communication
Patient-facing generative AI
Created a free AI service that translated medical letters into language patients could understand.
An early exploration of useful, patient-facing generative AI in healthcare.
Medical doctor working across clinical product, applied AI and full-stack engineering.
Workflow mapping, Requirements, Prioritisation, Clinical documentation, Product discovery
LLM applications, Voice agents, RAG, Vector databases, Structured data capture
TypeScript, Python, React, React Native, Next.js, Node.js, PostgreSQL
ISO 13485, Clinical safety, Technical documentation, End-to-end testing
Jun 2025-present
Zonder Health
2025-present
Doctorpreneurs
2023-2025
beetroot
2023-2024
SCA Petrol
2022-2023
beetroot
University of Sheffield
2020-2025