Shahryar Sabir Muhammed
Architecting Kurdish Speech AI & Persistent Agent Systems
Software & AI Engineer in Sulaimaniyah, Kurdistan. Founder & Lead AI Engineer at RegaLabs: creator of RegaLabs-TTS on Hugging Face (Central Kurdish / Sorani neural speech synthesis & zero-shot voice cloning fine-tuned on a 53.2-hour corpus using CosyVoice 3), Zagros (the open-source persistent agent operating system), and production platforms like Hambana delivered end-to-end with runtime guardrails.
Interactive Agent Shell
Interact with my secure shell. Run commands directly from your browser to inspect Zagros Agent OS, evaluation tables, benchmark scores, or full-stack platform specs.
Signal Loom Agent Shell v3.4 — Zagros OS & RegaLabs Speech Models Active.
Type commands or click quick-launch chips below. Press Tab for auto-completion.
Featured Deployments & Agent Systems
Autonomous agent operating systems, neural speech models, production e-commerce platforms, and runtime AST guardrails.
Zagros
Agent OSThe Open-Source Operating System for Persistent AI Agents
A durable agent runtime where tasks survive laptop closes and server restarts. Features hybrid execution across serverless edge and local desktop runners (Playwright, GPU, sandboxed bash), MCP tool bindings with OAuth 2.1, and ACP bridges to provider-native agent harnesses.
RegaLabs-TTS
Hugging Face ModelCentral Kurdish (Sorani) Speech Synthesis & Voice Cloning
State-of-the-art neural speech synthesis and zero-shot voice cloning adaptation for Central Kurdish (سۆرانی). Fine-tuned on a curated 53.2-hour Sorani Kurdish speech corpus, with tamper-evident SHA-256 content filtering, Gradio web demo, and pip-installable packaging.
Hambana Platform
Production PlatformMulti-Vendor Marketplace & Real-Time Logistics Platform for Iraq
Production-scale e-commerce and real-time delivery ecosystem (~65,000 LOC, 677 passing CI tests). Features 21 NestJS domain modules, Flutter buyer/vendor apps, TOTP MFA, certificate-pinned TLS, and self-hosted LiveKit WebRTC for real-time audio/video negotiation.
RegaOS
CLI DaemonOn-Device AI Agent Daemon with Gated PermissionGateway
A local autonomous agent daemon that hears your wake-word, monitors your screen, and automates OS tasks — with every side-effecting command gated behind an immutable PermissionGateway (Paranoid, Balanced, YOLO modes) and append-only audit log.
langgraph-zod
GuardrailRuntime Type Boundary for LangGraph.js Agents
Derives production-ready Zod input/output validation schemas directly from state channels, validates live SSE stream chunks in flight under 1ms, and strips internal scratchpad tokens before they reach user interfaces.
arch-guard
AST ToolStatic AST Architecture & Quality Linter for Machine-Written Code
Static AST linter built for CI and pre-commit hooks: prevents architectural degradation in AI-assisted codebases by enforcing boundary isolation, detecting duplicated utility functions, and preventing cyclic graph dependencies.
Reguant
PaaS EngineGitOps-First Self-Hosted PaaS in Go, SQLite & Nginx
Ultra-lightweight self-hosted PaaS (<40 MB idle RAM). Zero-downtime deployment engine supporting Docker containers or bare systemd services, Certbot auto-HTTPS, WebSocket build streams, S3 state replication, and instant SHA rollback.
Bakh Cafe Platform
Production AppDigital Menu, Ordering & Daily Operations System
Complete digital menu, ordering, and service operations platform built end-to-end and donated to Bakh Cafe in Halabja. In active daily production use serving customers and baristas.
Developer Journey & Engineering Timeline
AI Engineering & Speech Research Lead
2026 — PresentRegaLabs.dev · Sulaimaniyah, Kurdistan
Leading AI research and engineering at RegaLabs: fine-tuned and shipped RegaLabs-TTS (CosyVoice 3 flow-matching model on Hugging Face trained on a 53.2h Sorani Kurdish corpus), architected Zagros (the open agent OS), and published runtime guardrails like langgraph-zod and arch-guard.
Production Software Engineering & Platforms
2023 — 2026Hambana Platform & Independent Systems
Shipped multi-service production platforms including Hambana (~65k LOC, NestJS API, Flutter apps, LiveKit WebRTC), Reguant (Go GitOps PaaS under 40 MB RAM), and donated the complete Bakh Cafe operations platform running daily in Halabja.
Computer Science Foundations
2023 — 2027University of Sulaimani
BSc in Computer Science. Deep dive into compiler construction, distributed algorithms, data structures, machine learning architectures, and operating systems.
Cybersecurity & Systems Exploration
2021 — 2023Security Research
Started programming journey with Python on Kali Linux. Deep dive into network protocols (Wireshark, Nmap), penetration testing, and Linux kernel administration.
BSc in Computer Science
University of Sulaimani
Sulaimaniyah, Kurdistan Region, Iraq · Expected May 2027
Verified Technical Stack
Hands-on proficiency across neural speech modeling, persistent agent OS development, and high-scale backend services.