AI Systems · Async Infrastructure · Neural Interfaces

AI infrastructure,
async systems & neural interfaces.

Engineering production developer tooling, low-latency L7 async proxies, multi-agent frameworks, experimental EMG neural-motor hardware, and 3D simulation engines from the metal up.

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100% Main Character

Explore Engineering YouTube Lab ↗

INTERACTIVE FIELD:

01 / Flagship Engineering

Selected Projects.

Production async profilers, PyPI packages, neural-motor hardware interfaces, and real-time game engines.

FLAGSHIP 3D GAME · GODOT ENGINE Spinners Arena mechanical combatants in neon arena

TURBINE VELOCITY 4,200 RPM

GAME · GODOT · ANDROID 3D COMBAT

Spinners Arena

High-velocity 3D mechanical combat where rigid-body angular momentum, custom modular builds, and split-second gyroscopic maneuvers decide who controls the ring.

Enter The Arena ↗

uv add loopsentry OBSERVABILITY

LoopSentry

Detect blocking synchronous calls, slow coroutines, and CPU-bound loops in asyncio applications. Captures stack traces, function arguments, CPU/memory/GC metrics, and exports standalone HTML diagnostic reports and a CLI TUI.

io_worker_pool

1.2ms

http_dispatcher

0.8ms

Simulated Event Loop Latency

View Repository on GitHub ↗

EMG / HCI

Thought to Computer

Neural-motor interface using piezo/EMG sensors, custom Seeed Studio XIAO ESP32S3 PCB, and CNN models mapping muscle signals to discrete input actions.

Hardware Prototype · ESP32S3 + CNN

uv add ldcorn ASGI PROXY

Ldcorn

Async L7 reverse proxy and process manager for Uvicorn worker pools using UNIX domain sockets. Enables path-based routing, zero-downtime reloads via SIGHUP, per-group concurrency limits, and worker crash recovery.

View Repository on GitHub ↗

uv add asyncagentic AI FRAMEWORK

Async Agentic

Lightweight asynchronous framework for multi-agent LLM applications. Engineered with event hooks, parallel tool execution, integrated vision support, and stop/flow-trigger listeners.

View Framework on GitHub ↗

GODOT · NEAT

Platformer AI

Neuroevolution of Augmenting Topologies (NEAT) genetic algorithm training autonomous platformer agents from scratch in Godot.

View Repository on GitHub ↗

GDSCRIPT / API

Gsheet Godot

Two-way Google Sheets integration for Godot with native READ and WRITE access, enabling live remote game balance adjustments and database synchronization.

View Repository on GitHub ↗

LINUX / OS

Amzux

Custom Debian-based Linux distribution optimized for pharmaceutical drug development and molecular docking studies, including a custom package format (.amzx) and automation scripting.

View Repository on GitHub ↗

SECURITY / ANDROID

ParrotSec Android

Custom deployment of Parrot Security OS configured as a chroot environment on Android devices, bringing penetration testing toolchains into mobile runtime environments.

View Repository on GitHub ↗

02 / Laboratory & Video Demonstrations

Open Lab & Research.

Documenting deep technical investigations across medicinal chemistry, machine learning from scratch, and reverse engineering.

CHEMICAL EXTRACTION

Medicinal Chemistry & Precipitates

Laboratory extractions isolating chemical active fractions, solvent reflux setups, and analyzing precipitation crystal formations from botanical specimens.

Watch on YouTube ↗

DEEP LEARNING

ML Algorithms From Scratch

Implementing linear/polynomial regression, backpropagation, gradient descent, and custom neural topologies from pure mathematical foundations.

Explore Implementations ↗

REVERSE ENGINEERING

Bug Bounty & System Hardening

Protocol vulnerability inspection, memory boundary analysis, and automating security reconnaissance workflows across targets.

View Research ↗

03 / Profile

Amzker

Self-taught Senior AI/ML and Systems Engineer with over 12 years of programming experience, specializing in multi-agent LLM orchestration, production async Python systems, high-performance search, and PyPI-published developer tooling.

Also holds a Doctor of Pharmacy (PharmD, 9.6 GPA) with deep background in medicinal chemistry, toxicology, biostatistics, and wet-lab extractions.

GitHub @amzker YouTube @amzker Email amzker@proton.me Telegram @amzker

// TOOLCHAIN & SPECIALIZATIONS

LANGUAGES:Python, Go, Bash, GDScript, C SYSTEMS:asyncio, Uvicorn, UNIX sockets, mmap AI / ML:Multi-Agent, Transformers, Numba, NEAT HARDWARE:EMG / Piezo, XIAO ESP32S3, Custom PCB ENGINES:Godot 3D/2D, Rigid-body physics DATABASES:Redis, Milvus, ChromaDB, SQLite WAL

AI infrastructure, async systems & neural interfaces.

Selected Projects.

Spinners Arena

LoopSentry

Thought to Computer

Ldcorn

Async Agentic

Platformer AI

Gsheet Godot

Amzux

ParrotSec Android

Open Lab & Research.

Medicinal Chemistry & Precipitates

ML Algorithms From Scratch

Bug Bounty & System Hardening

Amzker

AI infrastructure,
async systems & neural interfaces.