player: Shubhransh Gupta
class: iOS Architect & On-Device AI / LLM Optimization Engineer
guild: Lenskart
specialization: Swift · CoreML · MLX · Metal · Quantization (INT4/AWQ) · LLM Inference
level: 5+ years XP · MakeMyTrip · Navi · Nuclei · Lenskart
status: ONLINE — Shipping edge AI & mobile architectures to millions
spawn: 🇮🇳 IndiaSelf-taught builder turned iOS & Edge AI architect. Specializing in high-performance iOS systems, on-device SLMs/LLMs, CoreML/Metal acceleration, and memory-constrained inference.
| Project / Repository | Category | Core Highlights & Tech |
|---|---|---|
| findit | Privacy-First Search Engine | Personal search engine Chrome extension for the internet you've already seen. 100% local-first indexing. |
| ShubhranshProxy | macOS Networking & Debugging | Native macOS HTTP(S) debugging proxy with real-time SSL decryption, Map Local, breakpoints & HAR export. |
| scavengers-assemble | Multi-Agent AI & 3D Arcade | 3D Isometric Minecraft simulation engine orchestrating Claude, Gemini, GPT-4, Grok & Ollama as Avengers. |
| LKO-Mark-3.4 | Autonomous macOS Assistant | Tony Stark's JARVIS for macOS with Holographic Web HUD, Aerolite Obsidian MenuBar & AppleScript Automation. |
| toknt | AI Context & Token Optimizer | Local-first token optimization for AI coding agents (Cursor, Claude Code, Codex). Cuts redundant context. |
| OfflineCV | Browser-Based ATS Workbench | Private, no-login PDF resume analyzer with local plain-text extraction and specificity scoring. Runs 100% in-browser. |
| Ecosystem / Project | Focus Area | Contribution Highlights |
|---|---|---|
| Fastlane | iOS Deployment & Tooling | Resign entitlement patching, application-identifier prefix preservation & RSpec test suites. |
| Apple Swift Ecosystem | Apple Developer Tooling | Contributions across swift-argument-parser, swift-protobuf, swift-openapi-generator, & app-store-server-library-node. |
| SwiftLang | Compiler & Formatter Tooling | Enhancements across swift-format and syntax parser AST logic. |
| MLX-Swift & Local AI | Apple Silicon & LLMs | Metal-accelerated inference, KV cache optimization, and Swift LLM tooling. |
| Excalidraw | Collaborative Canvas | Core canvas tooling, performance optimizations, and UX enhancements. |
| Core Mobile & Systems | AI & Edge Inference | Architecture & Quality | DevOps & Tooling |
|---|---|---|---|
| Swift · SwiftUI · UIKit | CoreML · MLX-Swift · Metal | Clean Architecture · VIPER | Fastlane · GitHub Actions |
| Swift Concurrency · Combine | INT4 / AWQ / GGUF Quantization | MVVM · Dependency Injection | Docker · LLDB · Instruments |
| macOS AppKit · C / C++ | Tokenizers · KV-Cache · ONNX | XCTest · Snapshot Testing | Git · CI/CD Pipelines |




