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Achievement: StarstruckAchievement: Pull SharkAchievement: YOLOAchievement: Quickdraw

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Talnz007/README.md
Talha Niazi

System Status Vulkan Engine Deployment Stack

TALHA NIAZI

AI Platform & Systems Integration Engineer

Linux Systems Integration  |  llama.cpp Build Toolchains  |  Containerized Model Serving

LinkedIn Portfolio PyPI

💻 SYSTEM TELEMETRY & KERNEL PROFILE

Terminal System Telemetry
View System Configuration & Spec Sheet 
talha@infer-workstation
-----------------------
Host:     Custom Workstation (Fedora Linux / Kernel 6.x)
Role:     AI Platform & Systems Integration Engineer
Focus:    Local Model Serving, Build Toolchains & Linux Automation
Runtimes: Vulkan ICD, llama.cpp Compute Backends, GGUF Quantization
Langs:    Python 3.12, Go, Bash / POSIX Shell, SQL
Infra:    Docker, Podman, Tailscale, PostGIS, pgvector, Caddy
Status:   Building deployable AI systems & automated infrastructure

🌲 ACTIVE REPOSITORY BONSAI

Git Bonsai Animated Commit Tree

Pixel-art bonsai procedurally grown from commit volume, streaks, and repository longevity.

⚡ FEATURED INFRASTRUCTURE & ENGINES

Engine / Platform Architecture & Scope Core Stack Status
VulkanIlm Automated build toolchain and Python wrapper compiling llama.cpp against Vulkan backends. Enables local GPU inference on non-ROCm consumer hardware (Polaris/RX 580) and legacy non-AVX CPUs. Python CMake Vulkan GGUF PyPI
Goovie Lightweight terminal-based streaming client in Go utilizing peer-to-peer data transport protocols with direct IPC piping to MPV. Go WebTorrent MPV POSIX CLI
Urban-Intel Engine Containerized spatial intelligence engine orchestrating Vision Transformers on GeoTIFF satellite data with PostGIS topological verification. FastAPI PostGIS Docker PyTorch Engine
Buildables AI Track Production LLM fellowship codebase: Hybrid vector retrieval, structured tool-calling, and automated CI evaluation suites. FastAPI pgvector Docker Cohort

🛠️ CORE TOOLCHAIN

Python   Go   Bash   Docker   Podman   FastAPI   PyTorch   PostgreSQL   Vulkan   Git

📻 WORKSPACE STREAM & TELEMETRY

Workspace Audio

Spotify Station

Synced via local workstation session

Dev Runtime Break

$ ./dev-joke.sh

Q: Why do programmers prefer dark mode?
A: Because light attracts bugs.


[Exit Code: 0]
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[SYSTEM STATUS]: Deterministic builds • Local inference • Isolated containers

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