Robin Winters

iOS Engineer | Applied AI Systems

robin@showflex.prohttps://robin.ac/San FranciscoGithubLinkedinCodebergLinktreeXMediumHashnode

Robin Winters builds native iOS software and applied AI systems, with a focus on fitness technology. Interested in iOS developer, Forward Deployed Engineer and fitness-technology roles.

Work Experience

iOS Engineer
ShowFlex Inc

Nov 2024–present. Prototype work: AI-assisted physique and posing feedback; Predictive competition features.

  • Architected and developed a design-forward consumer iOS application using Swift and SwiftUI.
  • Built a MapKit-based event discovery feature with advanced search and filtering capabilities.
  • Created ingestion pipelines to normalize global event calendars and athlete metadata into structured data.
  • Led cross-functional collaboration with engineering, product design, and external partners to ensure seamless delivery.
iOS Engineer, AI Systems Engineer
Yukon Systems

Mar 2023–2025.

  • Led technical prioritization and cross-functional delivery for AI-driven systems in high-reliability environments.
  • Translated research concepts into actionable software requirements and execution plans for iOS devices.
  • Collaborated with engineers on architecture decisions focusing on reliability, explainability, and performance.
iOS Developer
Organic Alkaloids

Jul 2017–Feb 2023.

  • Developed and maintained operational workflows for iOS devices to streamline overseas sourcing and vendor coordination.
  • Managed logistics and shipment planning to enhance customer delivery processes.
  • Fostered strong client relationships through effective communication and marketing strategies.

Education

Bachelor of Arts in Communications
The University of North Carolina at Chapel Hill
Launch Track in Startup Accelerator
Founder Institute
  • Oct 2025–Feb 2026; Graduate
Grand Diplôme
Le Cordon Bleu

Skills

Native iOS:
SwiftSwiftUIMapKitMobile architectureInteraction quality
Data and applied AI:
FirebaseStructured data pipelinesApplied AI workflowsAgent workflows
Product delivery:
Software requirementsTechnical prioritizationCross-functional coordinationBeta release execution

Projects

Xclawd Duo — early iPhone Duo interface preview

Robin Winters’s early preview of an AI-enabled IDE for iPhone Duo, with a folding coding workspace, tabletop keyboard, and Aqua and Windows NT-inspired themes.
https://robinwinters.github.io/writing/xclawd-duo-early-preview.html

  • Early development build; folding layouts, tabletop keyboard and Aqua/Windows NT-inspired themes.
  • Full-length 57.15-second simulator preview; no App Store release, successful AI generation or measured performance claim.
  • Original LinkedIn post: https://www.linkedin.com/feed/update/urn:li:activity:7513816884191043584/
ShowFlex iPhone product

Native iOS engineering at ShowFlex. Public iPhone listing verified October 2, 2026; publisher and seller ShowFlex Inc.
https://apps.apple.com/us/app/showflex/id6757890910

  • Swift/SwiftUI, MapKit event discovery, Firebase-backed data and ingestion pipelines.
  • AI-assisted physique/posing feedback and predictive competition features are prototypes, not established released product capabilities.
  • No sole authorship, Android release or measured adoption/performance claim.
TORos — Yukon Systems prototype

Robin Winters built TORos for Yukon Systems: a prototype, model-agnostic, multimodal decision engine that uses deliberation among multiple models to reach consensus.
https://github.com/RobinWinters/RobinWinters/blob/Radpository/work/yukon-systems.md

  • Prototype status; no production deployment or measured accuracy/reliability claim. Development dates and collaborator credits are not yet documented.
  • Yukon Systems publicly described TOROS on May 5, 2025: https://www.linkedin.com/pulse/part-one-orchestration-alignment-through-agentic-consensus-lh2tf/
  • Contribution confirmed by Robin; company publication does not identify individual builders. No sole authorship claim.
Swift search request ownership example

Standalone educational example prepared with coding-assistant support, separate from private product source.
https://codeberg.org/RobinWinters/swift-search-request-ownership

  • Seven Swift Testing checks passed on macOS with Swift 6.4.
  • No iPhone runtime or SwiftUI adapter validation claimed.

Publications

Building an iOS Moderation Layer with Apple Foundation Models framework and Firebase
LinkedIn
2026-04-02

Technical article describing a hybrid on-device and Firebase moderation architecture. Publication does not independently verify a deployment.
https://www.linkedin.com/pulse/building-ios-moderation-layer-apple-foundation-models-robin-winters-ejl5f/

Distributed Kinematic Sensing and Exercise Intelligence Across Apple Fitness+, GymKit and HealthKit
LinkedIn
2026-07-18

Architecture proposal about coordinating Apple-device sensing and workout context. It does not establish a released sensing product or Apple endorsement.
https://www.linkedin.com/pulse/distributed-kinematic-sensing-exercise-intelligence-across-winters-ek3ec/

Kinematics Lab Part II: You Don't Need Another...
LinkedIn
2026-07-30

Follow-up technical report discussing capture integrity, prototype limitations and device coordination. Experiments and results are author-reported, not independently reproduced.
https://www.linkedin.com/pulse/kinematics-lab-part-ii-you-dont-need-another-robin-winters-lrybc/

Swift search request ownership
GitHub
2026-10-02

Educational Swift concurrency example with seven passing macOS tests, prepared with coding-assistant support. Separate from private product code.
https://github.com/RobinWinters/RobinWinters/blob/Radpository/writing/swift-search-request-ownership.md

Certificates

Physique and Bodybuilding Coach (PBC)
National Academy of Sports Medicine (NASM)
2026-09-20

https://credentials.nasm.org/1fbcae42-b595-4fc8-a1ad-ac09fdc542b4

Certified Personal Trainer (NASM-CPT)
National Academy of Sports Medicine (NASM)
NASM Certified Nutritionist
National Academy of Sports Medicine (NASM)