kitty — zsh
jennifer@foxml ~ $
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-- projects.lua
-- What I've built

FoxLIB New Release MIT

Header-only C++20 library for branchless fixed-point tick processing. SDL-style engine API, arbitrary-precision fixed-point math, lock-free SPSC ring buffers, online regression, multi-armed bandits. Zero dependencies, sub-microsecond, 54 unit tests. Available via pacman, cmake, or just copy the headers.

C++20 Header-Only Fixed-Point Arithmetic Lock-Free SPSC Branchless Gates Online Regression EXP3-IX Bandit
FoxML Trader MIT

Per-core risk-sharded crypto trading engine. One position per pinned CPU core, branchless gate evaluation (~30ns), lock-free SPSC tick fan-out, seqlock parameter handoff. Native ImGui GUI + zero-dep ANSI TUI. Live on Binance.

C++20 Per-Core Sharding Branchless Logic Regime Detection ML Inference ImGui Binance WS
FoxML Core AGPL

Python ML research pipeline. Training, backtesting, and strategy validation with deterministic, reproducible results. The original system that the C++ engine was built from.

Python ML Pipeline Deterministic Execution Temporal Leakage Detection
Learning C++ Open Source

HFT-focused C++ exploration. Writing fixed-point arithmetic, pool allocators, order execution gates, and ML models from scratch. Annotated x86-64 assembly analysis. The learning journal behind everything else.

C++ x86-64 ASM Fixed-Point Arithmetic Branchless Logic ML from Scratch
Fox ML Theme Continuously Updated Open Source

Dark theme with earthy, muted tones. Warm peach, dusty rose, sage, and wheat on a deep plum background. Covers 23+ apps across the full desktop.

Hyprland Neovim Zsh Kitty Waybar GTK
FoxML Theme Hub Continuously Updated Open Source

Template engine behind the theme. Configs live as templates with color placeholders, each theme is just a palette file. One command swaps every app's colors at once.

Bash Template Rendering Reverse Sync Interactive Switcher
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-- about.lua
-- Background

Education
University of Alabama at Birmingham
B.S. Computer Science — Sophomore

GPA: 0x0002C000
Focus Areas
  • ML Trading Infrastructure
  • Low-Latency Systems (C++)
  • Branchless Hot Path Design
  • Bitwise Operations & SWAR
  • x86-64 Assembly Analysis
  • Deterministic Execution
Tools
  • Arch Linux + Hyprland
  • NeoVim (the only IDE)
  • kitty + tmux
  • Python, C++, x86-64 ASM
Currently
Building per-core sharded execution architecture for sub-microsecond tick processing. Shipping open-source C++ libraries for HFT infrastructure.
Philosophy
Some dude on a video game told me to build a trading bot, so here we are. I learn by building from scratch — not from tutorials, not from textbooks.

Every line of documentation exists because I believe in showing the work. Every comment in my code is a real-time recording of how I think through hard problems.
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-- contact.lua
-- Get in touch

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© 2026 Jennifer — Fox ML Infrastructure LLC