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.

2 FLAGSHIP APPS•MULTI-VIEW INTERACTIVE HUDS

COMPUTER VISIONDISTRIBUTED INFERENCE[LIVE STAGING]

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

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

Live Staging UI

|NODE: WARDED_AI_CLUSTER

FEED ACTIVE

FEED: CAM_587ed91d • FPS: 22.3 • LATENCY: 16.2ms • RTSP/H3 MESH

60 FPS•RETINA HUD

GEO: 10.80248° N, 106.69796° E

Inspect High-Res

YOLOv8n + OpenVINO

Live Camera HUD

Sub-17ms vehicle inference with live bounding boxes, traffic density extraction, and active coordinate tracking.

AGENTIC AITELEMETRY REASONING[PRODUCTION]

F1 Virtual Engineer — Apex Racing Strategy Assistant

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

Mission Control

|NODE: APEX_MISSION_CONTROL

FEED ACTIVE

SESSION: MONZA GP L15 • DRIVER: LEC vs PIA • LANGGRAPH: ONLINE

60 FPS•RETINA HUD

GPS: MONZA 45.6190° N, 9.2811° E

Inspect High-Res

FastF1 + Sensor Delta

Telemetry HUD Trace

Millisecond telemetry synchronization displaying throttle, brake, RPM, and GPS track-map speed heatmaps.

DISTRIBUTED SYSTEMS MATRIX // ADDITIONAL WORKLOADS

Enterprise Platforms & Zero-Trust Infrastructure

Specialized manufacturing execution systems, local-first developer tooling, and self-hosted 24/7 homelab clusters engineered by 529 Studio.

MANUFACTURING MES[IN PRODUCTION • CLIENT]

Vmarble Warehouse Management System (VWMS) — Industrial MES Platform

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 CONTROLRow-Level Locks

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

PRODUCTION BACKENDGo 1.24 Microservices

PostgreSQL 17, idempotent migrations, structured slog observability

DEPLOYMENT ARCHITECTUREZero-Downtime CD

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

Go 1.24PostgreSQL 17Next.jsTypeScriptPWA Kiosk+3

Backend Repository↗

DEVELOPER EDTECH[ACTIVE FOUNDATION]

Global-Ready — Workplace English Shadowing Platform

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 RUNTIMESingle-Command Boot

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

ZERO CLOUD COSTSelf-Contained

Operates without mandatory external API keys or paid cloud subscriptions

ENTERPRISE STACKSpring Boot 4 + Java 25

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

Java 25Spring Boot 4.1Next.js 16React 19PostgreSQL 18+2

View on GitHub↗

DEVOPS / SRE[SELF-HOSTED 24/7]

Autonomous Infrastructure & SRE — Self-Hosted Homelab Cluster

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 INGRESSArgo + Traefik v3

Encrypted outbound tunnel, automated Wildcard SSL certificate lifecycle

ALERT GATEWAYn8n Telegram Router

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

HARDWARE OPTIMIZATIONcgroups + zram

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

Cloudflare Argo TunnelTraefik v3n8n AutomationTailscale WireGuardDebian GNU/Linux 13+2

Zero-Trust Protected

Core Engineering Leadership

Core Engineering Team

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

FOUNDING PRODUCT ENGINEER

Vu Thanh Dat

@thdat-vu

GitHub ↗

Backend engineer who enjoys turning clear logic into dependable products. Builds with care, learns by shipping, and focuses on edge cases and practical developer tooling.

Key Engineering Contributions:

•Core Backend & APIs: Developed Go (Gin) and Python (FastAPI) services, real-time SSE streams, and PostgreSQL data models for Warded and VWMS.

•Applied AI Integration: Implemented OpenVINO YOLOv8n inference pipeline for traffic video feeds and LangGraph workflows with Gemini API for F1 telemetry analysis.

•Product Interfaces & Spatial Tooling: Built responsive Next.js web clients, Uber H3 spatial indexing overlays, and team labeling tools.

•Engineering Craft & Reliability: Emphasizes clean repository structure, practical test coverage, strict error handling, and local-first developer experience.

GoPythonTypeScriptFastAPINext.jsPostgreSQLYOLOv8nOpenVINODocker

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