Native macOS Experiences
with On-Device Intelligence.

Designing performance-driven applications and private machine learning infrastructure for the Apple ecosystem.

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Technical Ecosystem

macOS Dev

SwiftUIAppKitCoreGraphics

AI Architecture

Core MLNLPQuantization

Security Labs

Kali LinuxBettercapNmap

macOS Applications

VolumeGlass macOS app interface showing iOS-style liquid volume overlay

VolumeGlass

A minimalist liquid-glass volume overlay for macOS. Engineered for sub-millisecond responsiveness with native haptic feedback.

GitHub Repo
Vitality system monitor dashboard with CPU and battery health stats

Vitality

Real-time system telemetry dashboard for CPU, Memory, and Battery health. Designed for power-efficient background monitoring.

GitHub Repo
MindHalo application interface for AI-powered textbook analysis

MindHalo

AI study assistant leveraging on-device LLMs for private RAG-based tutoring and automated textbook summarization.

App Store

Machine Learning & Models

Whisper CoreML Models

Converted OpenAI Whisper weights to CoreML format, optimized for Apple Silicon's Neural Engine. Hosted on Hugging Face for the community.

Hugging Face Repo

Vocal Prism

A native macOS implementation of Whisper CoreML. Engineered for asynchronous GPU-accelerated transcription and 100% local processing.

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Neural Optimization

Specializing in 8-bit and 4-bit quantization to execute high-parameter models on local hardware without data ever leaving the machine.

Core ML / Vision / NLP

Security Labs & Systems Auditing

Exploring network vulnerabilities and offensive security using the Kali Linux ecosystem. Focused on the exploit lifecycle to build more resilient native applications.

Network Recon

Advanced reconnaissance using Nmap and Wireshark for packet analysis. Experienced in auditing wireless protocols with Aircrack-ng suite.

Network AuditingWireGuardPacket Analysis

Cryptanalysis

Auditing credential strength and hash entropy using Hashcat and John the Ripper. Implementing secure VPN tunnels for data obfuscation.

HashcatEncryptionSecurity Auditing

Offensive Research

Executing MITM (Man-in-the-Middle) analysis via Bettercap and researching SQL Injection vectors to develop robust defensive mitigation strategies.

BettercapSQLiExploitation Research