Rahul Jamba profile photo 1 on Tal

Rahul Jamba

Senior iOS Engineer || SWIFTUI || BLE (Bluetooth Low Energy) + IOT || ARKit || CoreML || Llama.cpp || HealthKit API

Bengaluru

4+ years of work experience

Routeware, Inc.
Mar 20267 mosPresent

Manayta Tech Park, Bengaluru

Savva
Apr 20259 mosDec 2025

Bengaluru

Architected a privacy-first Health & Wellness application for **Savva** (a client of **Remunance Services Pvt. Ltd.**), bridging clinical EHR data with real-time HealthKit metrics using on-device Generative AI. Successfully integrated **llama.cpp (C++)** within a native Swift environment to run offline LLMs directly on the iPhone. Focused on extreme performance optimization using On-Demand Resources (ODR) for model management, Swift 6 Concurrency, and dynamic thermal state monitoring to ensure app stability during heavy AI inference tasks. **Key Technical Contributions:** > **On-Device GenAI:** Pioneered the integration of llama.cpp to run quantized LLM models locally, enabling secure, offline health analysis without cloud dependency. > **Advanced HealthKit:** Engineered HKQuery and HKObserver systems to track Sleep Stages, Heart Rate Zones, and Workout goals in real-time. > **Performance Engineering:** Implemented On-Demand Resources (ODR) via NSBundleResourceRequest to download heavy AI models only when needed, keeping the app bundle size low. > **Thermal Optimization:** Built a smart throttling system to monitor device thermal states and adjust LLM response speed, preventing overheating. > **Clinical Integration:** Developed secure connectors for US-based EHR systems to synthesize patient medical history with daily lifestyle data. > **Modern Architecture:** Designed a modular UI using SwiftUI and MVVM with Factory Design Patterns, adhering to SOLID principles and Strict Concurrency (async/await). > **Data & Security:** Migrated persistence layers to SwiftData and raw SQLite for complex querying; secured PII using Keychain. **Monetization:** Integrated StoreKit 2 for auto-renewable subscriptions to gate premium AI-driven health insights. **Tech Stack:** Swift 6, SwiftUI, Llama.cpp, HealthKit, SwiftData, ODR, StoreKit 2, Combine, XCTest.
KoinBX
Jul 20245 mosNov 2024

Bengaluru, Karnataka, India

Apolis
Nov 20221 yr 6 mosApr 2024

Noida, Uttar Pradesh, India

Mobile Programming LLC
Nov 20211 yrOct 2022

Mohali district, Punjab, India

Rahul’s AI Stack

claude code
claude code
codex
codex
dalle
dalle
deepseek
deepseek
gemini
gemini
geminicli
geminicli

Education

Bachelor's Degree, Computer Science

Swami Sarvanand Institute of Engg. & Technology, Dinanagar

20076 yrs2013

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Rahul Jamba on Tal

Headline

Senior iOS Engineer || SWIFTUI || BLE (Bluetooth Low Energy) + IOT || ARKit || CoreML || Llama.cpp || HealthKit API

About

I am a results-oriented Senior iOS Engineer with 9+ years of experience architecting high-performance mobile ecosystems. My journey spans the entire evolution of the Apple platform—from managing legacy Objective-C codebases to building modern, declarative UIs with SwiftUI and Combine. I don't just write code; I build scalable solutions. Throughout my career, I have successfully delivered complex applications in Fintech (Crypto), Healthcare (IoT), and Live Streaming domains. 🔹 What I Bring to the Table: Architectural Mastery: I specialize in designing robust apps using MVVM, VIPER, and Clean Architecture, ensuring code is testable, modular, and scalable. Innovation (AI & IoT): I have deep hands-on experience integrating emerging tech. Recently, I integrated On-device LLMs (llama.cpp) using C++ interoperability and built BLE-connected medical apps (HealthKit) for global brands like Omron. Hybrid Versatility: While my core expertise is Native iOS, I bring 1.5 years of React Native & Flutter experience, allowing me to bridge the gap between native performance and cross-platform flexibility. Leadership: I have led cross-functional teams (up to 12 engineers), conducting code reviews, mentoring juniors, and driving technical decisions that align with product goals. 🛠 Tech Stack: Languages: Swift (Expert), Objective-C, C++, React Native. Core: SwiftUI, UIKit, Combine, Concurrency (Async/Await), Core Data. Specialized: CoreBluetooth (BLE), AVFoundation (Video), ARKit, Security (SSL Pinning/RASP).

Location

Bengaluru

AI stack

claude code

codex

dalle

deepseek

gemini

geminicli

Work experience

Senior Software Engineer at Routeware, Inc., Mar 2026 - Present · 7 mos, Manayta Tech Park, Bengaluru

Senior Software Engineer at Savva, Apr 2025 - Dec 2025 · 9 mos, Bengaluru, Architected a privacy-first Health & Wellness application for **Savva** (a client of **Remunance Services Pvt. Ltd.**), bridging clinical EHR data with real-time HealthKit metrics using on-device Generative AI. Successfully integrated **llama.cpp (C++)** within a native Swift environment to run offline LLMs directly on the iPhone. Focused on extreme performance optimization using On-Demand Resources (ODR) for model management, Swift 6 Concurrency, and dynamic thermal state monitoring to ensure app stability during heavy AI inference tasks. **Key Technical Contributions:** > **On-Device GenAI:** Pioneered the integration of llama.cpp to run quantized LLM models locally, enabling secure, offline health analysis without cloud dependency. > **Advanced HealthKit:** Engineered HKQuery and HKObserver systems to track Sleep Stages, Heart Rate Zones, and Workout goals in real-time. > **Performance Engineering:** Implemented On-Demand Resources (ODR) via NSBundleResourceRequest to download heavy AI models only when needed, keeping the app bundle size low. > **Thermal Optimization:** Built a smart throttling system to monitor device thermal states and adjust LLM response speed, preventing overheating. > **Clinical Integration:** Developed secure connectors for US-based EHR systems to synthesize patient medical history with daily lifestyle data. > **Modern Architecture:** Designed a modular UI using SwiftUI and MVVM with Factory Design Patterns, adhering to SOLID principles and Strict Concurrency (async/await). > **Data & Security:** Migrated persistence layers to SwiftData and raw SQLite for complex querying; secured PII using Keychain. **Monetization:** Integrated StoreKit 2 for auto-renewable subscriptions to gate premium AI-driven health insights. **Tech Stack:** Swift 6, SwiftUI, Llama.cpp, HealthKit, SwiftData, ODR, StoreKit 2, Combine, XCTest.

Sr iOS Engineer at KoinBX, Jul 2024 - Nov 2024 · 5 mos, Bengaluru, Karnataka, India

Sr iOS Developer at Apolis, Nov 2022 - Apr 2024 · 1 yr 6 mos, Noida, Uttar Pradesh, India

Sr iOS Developer at Mobile Programming LLC, Nov 2021 - Oct 2022 · 1 yr, Mohali district, Punjab, India

Education

Bachelor's Degree, Computer Science, Swami Sarvanand Institute of Engg. & Technology, Dinanagar

Rahul Jamba - Senior Software Engineer in Bengaluru | Tal