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arieltyson/README.md

Ariel Tyson | Software Engineer

Typing SVG
LinkedIn Portfolio Resume
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Welcome to my GitHub Universe!


πŸš€ About Me

I'm a Software Engineer and Computer Science student at Simon Fraser University, graduating in December 2026. I most recently worked at Apple on the VoiceOver accessibility team, after iOS internships at Twitch (Amazon) and Workday, and I won the 2025 Apple Swift Student Challenge. I build across mobile, AI/ML, and accessibility.

My latest focus is quantitative finance. I'm building Microprice, a market-making research platform with a C++20 limit order book and a kdb+/q tick store, and NomadFi, a cross-border personal finance engine. πŸ“ˆ

  • 🍎 Previously: Software Engineer Intern at Apple - VoiceOver Accessibility Team (Summer 2026)
  • πŸ”­ Previously: Software Engineer Intern at Twitch (Amazon) - Built scalable iOS solutions for 30M+ daily users
  • πŸ† Achievement: 2025 Apple Swift Student Challenge Winner with Focus AR project
  • πŸ’Ό Previously: Mobile Engineering Intern (iOS) at Workday - iOS Platform Architecture team
  • πŸŽ“ Education: Computer Science at Simon Fraser University (Graduating Dec 2026)
  • πŸ“± Specialization: iOS Development, SwiftUI, ARKit, Mobile Platform Engineering
  • πŸ“ˆ Quant: Market microstructure, market making, tick data, and distributed backtesting
  • πŸ€– Interests: AI/ML integration in mobile apps, Computer Vision, AR/VR experiences
  • πŸ’‘ Focus: Building user-centric applications that enhance digital experiences
  • πŸ“« Reach me: ariel30190@hotmail.com

πŸ’» Tech Stack & Skills

Programming Languages

Swift Kotlin Rust Python C# Java JavaScript Objective-C Go C++ TypeScript C R q (kdb+) SQL

Mobile (iOS & Android)

SwiftUI Jetpack Compose UIKit Xcode ARKit CoreML React Native Combine The Composable Architecture XCTest Swift Testing .NET MAUI

Machine Learning & AI

PyTorch scikit-learn XGBoost CoreML Create ML NumPy SciPy LightGBM Hugging Face Transformers pandas

Areas of focus:

  • Supervised & Semi-Supervised Classification β€” XGBoost ensembles, 1D CNNs, and feature engineering for signal and sensor data
  • Anomaly Detection β€” Autoencoders, one-class SVMs, and softmax confidence thresholding for out-of-distribution detection
  • Unsupervised Clustering β€” DBSCAN-based discovery of novel categories from unlabeled data
  • On-Device ML β€” CoreML and Create ML pipelines for real-time inference on Apple platforms
  • Computer Vision β€” ARKit scene understanding, object detection, and clutter-aware spatial analysis
  • Geolocation & Tracking β€” Nonlinear least-squares trilateration, Kalman filtering, and uncertainty quantification

Quant

kdb+/q Apache Spark PySpark Databricks NumPy pandas LightGBM PyTorch Hugging Face Transformers cvxpy PostgreSQL SQLite

Areas of focus:

  • Market Microstructure β€” C++20 limit order book and matching engine, streaming an ITCH-style feed over UDP multicast
  • Tick Data β€” kdb+/q tick store for LOBSTER-format order book events, serving as-of joins to Python and R
  • Market Making β€” Avellaneda-Stoikov strategy combining LightGBM and FinBERT NLP signals
  • Distributed Backtesting β€” Parameter sweeps on Apache Spark feeding a cvxpy optimizer
  • Personal Finance Modelling β€” Multi-currency CAD/USD cash-flow forecasting and FX-aware portfolio optimization

Cloud & DevOps

AWS Azure GCP Docker Jenkins Linux Git CMake GoogleTest pytest Databricks

Web & Backend

React .NET GraphQL Flask FastAPI Firebase Node.js PostgreSQL SQLite WebSockets

πŸš€ My Experience

Company Role Key Achievements
Apple Software Engineer Intern Integrated coding settings for VoiceOver in Xcode and Terminal, improving code navigation for over 60 million developers. I also authored on-device AI summarization pipelines for Xcode's Debug Console and Terminal, and reduced focus-tracking latency by 35%.
Twitch (Amazon) Software Engineer Intern Architected authentication for anonymous sessions, which added 250+ million daily minutes watched to the Twitch iOS app. I also engineered networking logic with SwiftUI and UIKit and built dynamic discovery feeds using GraphQL, which resulted in a 30% improvement in content engagement metrics.
Workday Mobile Engineering Intern (iOS) Delivered features in Objective-C & Swift for developer productivity tools. I improved app observability by 75% using Signposts & Combine and refactored classes to adhere to SOLID principles.
RAD Torque Systems DevOps / Full-Stack Software Developer Intern Developed a multi-platform search feature with C# & .NET MAUI. I also automated workflows with a Jenkins CI/CD pipeline, which reduced deployment cycles from 2 hours to 10 minutes.

πŸ“Š GitHub Statistics

Metrics

πŸ“ˆ Activity Graph

github contribution grid snake animation

🀝 Let's Connect!

Always excited to collaborate on innovative projects and discuss mobile, AI/ML, and quant systems!

LinkedIn Portfolio Email

I love connecting with different people so if you want to say hi, I'll be happy to chat! :)

Pinned Loading

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