ALL SYSTEMS OPERATIONAL • 529 STUDIO

Autonomous Infrastructure &
High-Performance Engineering

We build production software systems: real-time computer vision pipelines, explainable agentic AI, enterprise manufacturing execution systems, and self-hosted zero-trust infrastructure powered by Cloudflare Edge.

Explore Projects➔GitHub @529-studio contact@529studio.site

Core Products & Engineering

Featured Engineering Projects

Distributed software solutions, computer vision engines, and agentic AI systems architected, deployed, and maintained in production by 529 Studio.

COMPUTER VISIONDISTRIBUTED INFERENCEStatus: [LIVE STAGING]

Warded (projectKV) — Real-Time Traffic Computer Vision & Corridor Monitoring

Live Staging UI↗

A distributed intelligent traffic surveillance and vehicle density extraction platform monitoring Ho Chi Minh City public cameras in real time. Designed on a hybrid multi-node topology connecting Master Ingress and Dedicated AI Compute Worker via Tailscale WireGuard.

INFERENCE LATENCY

p50: 16.17 ms

YOLOv8n + OpenVINO with AVX2 acceleration on AMD Zen 3+

THROUGHPUT

50 Cams / 2.24s

Processes ~22.3 FPS concurrently, RAM snapshot cache TTL 10s

SPATIAL INDEXING

Uber H3 Hexagon

Golang Gin API routing, heatmaps, and real-time flood alert overlays

Stack:Golang (Gin)OpenVINOYOLOv8nUber H3SSE Live StreamTailscale WireGuardCloudflare R2Docker Compose

AGENTIC AITELEMETRY REASONINGStatus: [PRODUCTION]

F1 Virtual Engineer — Apex Racing Strategy Assistant

Mission Control↗

An end-to-end agentic AI race engineer orchestrating Formula 1 telemetry with large language models. Integrates with FastF1 to ingest real lap sensors and uses LangGraph to evaluate pit-window timing, tire-degradation curves, and undercut/overcut viability.

AI REASONING

LangGraph + Gemini

Context-aware decision router deciding between telemetry, strategy, or rules

ASYNC PIPELINE

RabbitMQ + Celery

Decoupled apex.tasks queue with dedicated dead-letter recovery

TELEMETRY UI

Next.js 16 + FastAPI

Point-by-point lap-delta traces, throttle/brake heatmaps, Supabase Auth

Stack:Next.js SSRFastAPILangGraphFastF1CeleryRabbitMQGoogle GeminiRedisSupabase

MANUFACTURING MESENTERPRISE MICROSERVICESStatus: [IN PRODUCTION • CLIENT]

Vmarble Warehouse Management System (VWMS) — Industrial MES Platform

Backend Repository↗

Production Manufacturing Execution System (MES) operating daily at a stone & wood export manufacturing facility in Vietnam. Features an executive ERP dashboard for planners/accountants and a resilient mobile kiosk PWA for shop-floor tablet operators.

CONCURRENCY CONTROL

Row-Level Locks

Strict ACID write guarantees on cutting records, production & work orders

PRODUCTION BACKEND

Go 1.24 Microservices

PostgreSQL 17, idempotent migrations, structured slog observability

DEPLOYMENT ARCHITECTURE

Zero-Downtime CD

Docker compose on self-funded VPS, rolling deployments via GitHub Actions

Stack:Go 1.24PostgreSQL 17Next.jsTypeScriptPWA KioskDocker ComposeStructured SlogGitHub Actions CD

DEVELOPER EDTECHLOCAL-FIRST APPLICATIONStatus: [ACTIVE FOUNDATION]

Global-Ready — Workplace English Shadowing Platform

View on GitHub↗

A local-first application built for Vietnamese software developers to practice technical workplace English and job interview speaking through short, guided shadowing exercises. Designed to run completely with zero cloud costs.

LOCAL RUNTIME

Single-Command Boot

Starts Next.js frontend, Spring backend, and PostgreSQL with one command

ZERO CLOUD COST

Self-Contained

Operates without mandatory external API keys or paid cloud subscriptions

ENTERPRISE STACK

Spring Boot 4 + Java 25

Next.js 16, React 19, OpenAPI documentation, and Gradle automation

Stack:Java 25Spring Boot 4.1Next.js 16React 19PostgreSQL 18Docker ComposeGradle

DEVOPS / SREZERO-TRUST ARCHITECTUREStatus: [SELF-HOSTED 24/7]

Autonomous Infrastructure & SRE — Self-Hosted Homelab Cluster

Zero-Trust Protected

A self-hosted dual-node cluster running continuously on ultra-low-power fanless hardware (Intel Celeron N2930 mini PC). Completely invisible from public network scanners with Zero-NAT port-forwarding via Cloudflare Argo Tunnel and ACME DNS-01 Let's Encrypt Wildcard certificates.

ZERO-NAT INGRESS

Argo + Traefik v3

Encrypted outbound tunnel, automated Wildcard SSL certificate lifecycle

ALERT GATEWAY

n8n Telegram Router

Automated triage into Telegram Forum Topics (Infra, Ops Backup, Error Logs)

HARDWARE OPTIMIZATION

cgroups + zram

Strict memory cgroups, zram compressed swap, 5400 RPM HDD wear reduction

Stack:Cloudflare Argo TunnelTraefik v3n8n AutomationTailscale WireGuardDebian GNU/Linux 13Docker ComposeCloudflare Pages

Core Engineering Leadership

Core Engineering Team

The systems architects, developers, and SRE engineers behind every product across 529 Studio.

SYSTEM ARCHITECTAI & FULL-STACK

Vu Thanh Dat

@thdat-vu

GitHub ↗

Leads software system architecture, high-performance backend pipelines, applied AI integration (Computer Vision & LLMs), and full-stack web platforms.

Key Engineering Contributions:

•System & Application Architecture: Designed overall architectures for Warded (projectKV), F1 Virtual Engineer, and VWMS.

•AI & Computer Vision: OpenVINO YOLOv8n p50 16ms optimization, LangGraph agent orchestration, and Gemini LLM reasoning.

•Full-Stack & Spatial: Built Golang Gin APIs, Uber H3 spatial clustering, Next.js SSR, and collaborative team labeling toolkits.

•Code Quality & Hardening: 18+ security vulnerabilities patched, PR review gatekeeper, automated linters, and runtime guardrails.

GolangPythonOpenVINOYOLOv8Gemini APINext.jsFastAPIPostgreSQL

LEAD INFRASTRUCTUREDEVSECOPS & SRE

Dam Quang Giang

@giangdq202

GitHub ↗

Architects, provisions, and maintains 24/7 self-hosted homelab infrastructure, zero-trust ingress networking, automated alerting pipelines, and low-power hardware tuning.

Key Engineering Contributions:

•Edge Ingress & Zero-NAT Security: Engineered Cloudflare Argo Tunnel, Cloudflare Pages Edge, and Traefik v3 ACME DNS-01 Let's Encrypt Wildcard certificates.

•Mesh Networking: Designed Tailscale WireGuard private mesh connecting Master Ingress and AI Compute Nodes.

•Low-Spec Hardware Engineering: Enforced container cgroups limits, zram swap compression, and 5400 RPM mechanical HDD wear-leveling algorithms.

•Alerting & SRE Automation: Centralized n8n Alert Gateway triage across Telegram Forum Topics, Dead-Letter Queue monitoring, and Cloudflare R2 encrypted backups.

Docker ComposeTraefik v3Cloudflare ArgoTailscalen8n AutomationDebian LinuxCloudflare PagesCloudflare R2

Real-Time Edge Infrastructure

Network & Edge Telemetry

EDGE STATUS: HEALTHY

35.8K+

Total Requests (24h)

3.0K+

Threats Mitigated

160+ MB

Edge Bandwidth

5 Repos

Public Codebases

HTTP/3

QUIC Protocol

< 15ms

Edge Latency

Ingress: Cloudflare Argo Tunnel (Zero NAT)•PoP Routing: SIN / HKG Anycast•Encryption: TLS 1.3 / ACME DNS-01

● 100% Edge-Proxied

Technical Standards

Core Competencies & Tech Radar

Rigorous technology selections balancing maximum performance, minimal operational overhead, and long-term durability.

Edge & Ingress

Edge delivery, automated certificate orchestration, and secure ingress without public static IP dependencies.

•Cloudflare Argo Tunnel
•Traefik v3 (ACME DNS-01)
•Cloudflare Pages & Workers
•Tailscale WireGuard Mesh

Applied AI & CV

Real-time computer vision inference engines and orchestrations of multimodal large language models.

•OpenVINO Inference Engine
•Ultralytics YOLOv8n
•Google Gemini 2.5 Flash / VLM
•LangGraph Decision Agents

Backend & Messaging

Event-driven architectures, transactional microservices, spatial indexing, and low-latency APIs.

•Golang (Gin Engine)
•Python (FastAPI / Celery)
•RabbitMQ & Redis Cache
•Uber H3 Hexagonal System

DevSecOps & SRE

Hardware cgroups resource constraints, continuous monitoring, and centralized alert triage.

•Linux cgroups & zram swap
•n8n Telegram Alert Gateway
•Docker Compose Multi-Stack
•Continuous Automated R2 Backup

Autonomous Infrastructure &High-Performance Engineering