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Healthcare

iPlena

Posture assessment through photo analysis, personalized feedback, and guided exercise programs.

Full-stack work on a posture health app: PhysioScan photo analysis, patient dashboards, and AI-driven exercise recommendations.

Role: Senior Software Engineer
Company: iPlenaPeriod: June 2023 – February 2026Location: Baden-Baden
Full-Stack DevelopmentAI IntegrationBackend ServicesPhoto Upload WorkflowsSecure Data Handling
iPlena landing page promoting posture transformation with App Store download
Situation

iPlena helps people improve their posture through a mobile health app. Users take multi-angle photos via PhysioScan, receive AI-generated posture scores and imbalance indicators, then get customized exercise routines on a patient dashboard. The product sits in a privacy-sensitive healthcare space where uploads, analysis, and recommendations all need to work reliably.

Task

As Senior Software Engineer, I worked across the full stack — translating client requirements into technical specs, building user-facing flows and backend services, integrating AI for photo and document analysis, and mentoring two junior developers.

Action
  • Built the multi-angle photo upload pipeline that feeds PhysioScan analysis.
  • Developed the patient dashboard showing posture scores, AI summaries, and imbalance indicators.
  • Created posture scanner result screens with skeletal overlay visualizations across camera angles.
  • Integrated AI services for analyzing uploaded photos and PDF documents.
  • Designed backend services for exercise recommendations, progress tracking, and secure data handling.
  • Ran sprint planning, code reviews, deployments, and direct client communication on requirements.
  • Mentored two junior developers on implementation patterns and delivery workflows.
Result

Users could complete a full posture assessment — scan, review results, and receive recommendations — in a single coherent workflow. AI integration remained stable across releases, and client requirements moved from specification documents into shipped features without losing clinical intent.

Product screens

iPlena landing page promoting posture transformation with App Store download

Product landing page

iPlena patient dashboard showing posture score, AI analysis summary, and imbalance indicators

Patient posture dashboard

PhysioScan posture scanner results with multi-angle patient photos and skeletal overlay analysis

Posture scanner results with multi-angle analysis

Interested in working together?

Email Milan