Alpesh Nakrani

Devlyn AI · Swift · Biotech

Swift engineering for Biotech. Shipped at 4× pace.

Deploy a senior Swift pod that understands Biotech compliance natively. One retainer. Embedded in your team in 24 hours.

The intersection

Operating Swift in Biotech is not just a syntax problem — it is an architectural and compliance challenge.

Swift pods typically ship iOS, iPadOS, macOS, watchOS, and visionOS apps with SwiftUI-first architecture for declarative UI across all Apple platforms, complex navigation patterns with NavigationStack and NavigationSplitView, server-side Swift with Vapor or Hummingbird for API backends that share models with client code, and increasingly visionOS spatial-computing apps with RealityKit and immersive experiences. Devlyn engineers ship Swift with SwiftUI-first architecture and UIKit bridging where needed, structured concurrency (async/await, TaskGroup, actor isolation) for safe concurrent operations, modern observation patterns (@Observable macro replacing ObservableObject), and comprehensive testing with XCTest and swift-testing — with App Store submission workflow including TestFlight distribution and review-guideline compliance.

AI-augmented Swift workflows lean on Cursor and Claude Code for SwiftUI view scaffolding with proper state management (@State, @Binding, @Environment), async/await handler stubs with proper error handling and task cancellation, navigation-pattern boilerplate with type-safe routing, Core Data and SwiftData model generation, and accessibility attribute scaffolding — all under senior validation that owns architecture decisions, lifecycle correctness review (task cancellation in disappearing views, proper actor isolation), memory management review for retain-cycle prevention, and Human Interface Guidelines compliance including accessibility, Dynamic Type support, and platform-appropriate interaction patterns. Compression shows up strongest in view scaffolding, data-model definitions, and test-case generation.

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Browse how this exact Swift and Biotech combination maps to different talent markets.

Swift · Biotech · New York

Swift for Biotech in New York

The most common biotech engineering trap is treating an audit trail as an afterthought rather than a core architectural component, leading to failed FDA inspections and blocked drug approvals. Swift pods compress the work — swift pods typically ship ios, ipados, macos, watchos, and visionos apps with swiftui-first architecture for declarative ui across all apple platforms, complex navigation patterns with navigationstack and navigationsplitview, server-side swift with vapor or hummingbird for api backends that share models with client code, and increasingly visionos spatial-computing apps with realitykit and immersive experiences. On the Eastern (ET) calendar, fte-only paths to scale engineering in nyc routinely run 2–3 quarters behind the roadmap.

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Swift · Biotech · San Francisco

Swift for Biotech in San Francisco

The most common biotech engineering trap is treating an audit trail as an afterthought rather than a core architectural component, leading to failed FDA inspections and blocked drug approvals. Swift pods compress the work — swift pods typically ship ios, ipados, macos, watchos, and visionos apps with swiftui-first architecture for declarative ui across all apple platforms, complex navigation patterns with navigationstack and navigationsplitview, server-side swift with vapor or hummingbird for api backends that share models with client code, and increasingly visionos spatial-computing apps with realitykit and immersive experiences. On the Pacific (PT) calendar, fte hiring in sf has slowed structurally since 2024 layoffs but compensation expectations have not.

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Swift · Biotech · Los Angeles

Swift for Biotech in Los Angeles

The most common biotech engineering trap is treating an audit trail as an afterthought rather than a core architectural component, leading to failed FDA inspections and blocked drug approvals. Swift pods compress the work — swift pods typically ship ios, ipados, macos, watchos, and visionos apps with swiftui-first architecture for declarative ui across all apple platforms, complex navigation patterns with navigationstack and navigationsplitview, server-side swift with vapor or hummingbird for api backends that share models with client code, and increasingly visionos spatial-computing apps with realitykit and immersive experiences. On the Pacific (PT) calendar, la's hiring funnel competes with sf for senior talent at lower compensation envelopes.

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Swift · Biotech · Boston

Swift for Biotech in Boston

The most common biotech engineering trap is treating an audit trail as an afterthought rather than a core architectural component, leading to failed FDA inspections and blocked drug approvals. Swift pods compress the work — swift pods typically ship ios, ipados, macos, watchos, and visionos apps with swiftui-first architecture for declarative ui across all apple platforms, complex navigation patterns with navigationstack and navigationsplitview, server-side swift with vapor or hummingbird for api backends that share models with client code, and increasingly visionos spatial-computing apps with realitykit and immersive experiences. On the Eastern (ET) calendar, boston fte pipelines run 4–6 months for senior backend roles.

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Swift · Biotech · Chicago

Swift for Biotech in Chicago

The most common biotech engineering trap is treating an audit trail as an afterthought rather than a core architectural component, leading to failed FDA inspections and blocked drug approvals. Swift pods compress the work — swift pods typically ship ios, ipados, macos, watchos, and visionos apps with swiftui-first architecture for declarative ui across all apple platforms, complex navigation patterns with navigationstack and navigationsplitview, server-side swift with vapor or hummingbird for api backends that share models with client code, and increasingly visionos spatial-computing apps with realitykit and immersive experiences. On the Central (CT) calendar, chicago fte hiring runs 3–5 months for senior roles with reasonable base salaries vs coast hubs.

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Swift · Biotech · Seattle

Swift for Biotech in Seattle

The most common biotech engineering trap is treating an audit trail as an afterthought rather than a core architectural component, leading to failed FDA inspections and blocked drug approvals. Swift pods compress the work — swift pods typically ship ios, ipados, macos, watchos, and visionos apps with swiftui-first architecture for declarative ui across all apple platforms, complex navigation patterns with navigationstack and navigationsplitview, server-side swift with vapor or hummingbird for api backends that share models with client code, and increasingly visionos spatial-computing apps with realitykit and immersive experiences. On the Pacific (PT) calendar, seattle fte pipelines compete with faang-tier salaries that startup budgets cannot match.

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Common questions

  • Why hire a Swift pod specifically for Biotech?

    Because Swift in Biotech requires specific architectural patterns. undefined Devlyn's pods bring both the deep Swift ecosystem knowledge and the Biotech regulatory context on day one.

  • What does the Swift pod own end-to-end?

    Architecture, security review, and the Swift-specific patterns that production-grade work requires. Swift pods typically ship iOS, iPadOS, macOS, watchOS, and visionOS apps with SwiftUI-first architecture for declarative UI across all Apple platforms, complex navigation patterns with NavigationStack and NavigationSplitView, server-side Swift with Vapor or Hummingbird for API backends that share models with client code, and increasingly visionOS spatial-computing apps with RealityKit and immersive experiences. Devlyn engineers ship Swift with SwiftUI-first architecture and UIKit bridging where needed, structured concurrency (async/await, TaskGroup, actor isolation) for safe concurrent operations, modern observation patterns (@Observable macro replacing ObservableObject), and comprehensive testing with XCTest and swift-testing — with App Store submission workflow including TestFlight distribution and review-guideline compliance.

  • How do AI-augmented workflows help in Biotech?

    AI-augmented Swift workflows lean on Cursor and Claude Code for SwiftUI view scaffolding with proper state management (@State, @Binding, @Environment), async/await handler stubs with proper error handling and task cancellation, navigation-pattern boilerplate with type-safe routing, Core Data and SwiftData model generation, and accessibility attribute scaffolding — all under senior validation that owns architecture decisions, lifecycle correctness review (task cancellation in disappearing views, proper actor isolation), memory management review for retain-cycle prevention, and Human Interface Guidelines compliance including accessibility, Dynamic Type support, and platform-appropriate interaction patterns. Compression shows up strongest in view scaffolding, data-model definitions, and test-case generation. In Biotech, this compression is particularly valuable for accelerating The most common biotech engineering trap is treating an audit trail as an afterthought rather than a core architectural component, leading to failed FDA inspections and blocked drug approvals. Second is building data pipelines that cannot scale to modern genomic sequence sizes. Devlyn pods design immutable event-sourced audit logs and highly parallelized data processing. without compromising the compliance posture.

  • What is the typical shape of this engagement?

    Swift engagements at Devlyn typically run as one senior mobile engineer plus shared DevOps for $5,000–$9,000/month, covering app architecture, SwiftUI implementation, and App Store submission pipeline. This scales to a two- or three-engineer pod when the roadmap ships across multiple Apple platforms simultaneously — typically iOS, macOS, and visionOS surfaces requiring dedicated attention for platform-specific interaction patterns and HIG compliance. Pods share a single retainer with flexible allocation across platforms. undefined

Scope the work

If your Biotech roadmap is shaped, book a 30-minute discovery call. We will validate if a Swift pod is the right fit, and if not, what shape is.