Architecting Multimodal AI SaaS, High-Concurrency EdTech Platforms & Enterprise IT Infrastructure
End-to-End architect of the digital ecosystem for an 8-campus international K-12 educational network, building high-concurrency web platforms, multimodal AI EdTech SaaS products, and enterprise SD-WAN/Proxmox infrastructure.
Azamat Jauysh
Full-Cycle Engineer & IT Architect
// PRODUCTION IMPACT METRICS
End-to-End ArchitectureWireGuard SD-WAN, Proxmox cloud cluster, 29 digital media channels & executive web portals.
2,978 students, 700+ simultaneous Olympiad users, 619 staff accounts & 50+ executives.
Google Workspace Enterprise, PostgreSQL Serializable locks, 5-Layer DMZ & immutable backups.
Working languages: KK, RU, TR, EN (+ basic AR), with SaaS platforms supporting up to 6 locales including RTL.
Standard Legacy Stack vs Our Custom Architecture
Live Demo: Client-Side GDPR Privacy Shield
“Great job finding D = 1! Now re-check step 2 where you wrote x₂ = (5 + 1) / 2: what is 6 divided by 2?”
Toggle the 'PII Masked' button above: OmniCheck redacts the top 7% header of student notebooks in the browser via HTML5 Canvas before any image leaves the device.
// 4 STRATEGIC ARCHITECTURE & B2B PRODUCT PILLARS
Problem → Architectural Solution → Measured Outcome
Flagship AI & EdTech SaaS
Core B2B/B2C Multi-Tenant Product
Multi-tenant B2B/B2C SaaS platform for school networks & prep centers: Vision LLM handwritten STEM grading, perceptual dHash anti-plagiarism, browser-side GDPR Privacy Shield, and 24/7 Socratic AI tutoring.
High-Concurrency & Enterprise School Systems
National Olympiad, SIS, HR/IAM, AI Media OS & Web CMS Platforms
National Math Olympiad engine (LuminaMath), Serializable-locked elective selection (SSP), 7-campus executive admissions MIS (GM-App), Google Workspace IAM & HR portal, 29-channel AI Media OS, and 30-route 3D-Secure Web CMS.
Network, Proxmox Cloud & Security Infrastructure
7-Campus WireGuard SD-WAN, 5-Layer DMZ & Zero-IOPS NOC/Helpdesk
Unified MikroTik WireGuard SD-WAN across 7–8 campuses, CAPsMAN Wi-Fi 6, Proxmox LXC virtualization, custom 12 MB RAM Python/SQLite WAL Helpdesk & Live NOC (41x faster TTFB), Ansible DR, and 100 TB Google Workspace.
ERP, FinTech & Consumer Productivity Apps
1C:Enterprise 8.3 Linux Cluster, «Bereke» Family PWA & Command Center
Client-server 1C:Enterprise 8.3 ERP on Ubuntu + Postgres Pro 1C 16 with Git/EDT workflow (KotofeyRetail), offline-first family habit & Digital Detox PWA («Bereke» on Supabase Realtime), and WIP-limit GTD Command Center.
// FLAGSHIP CASE STUDIES & B2B PRODUCT SUITE
7 Production-Tested Flagship Architectures
OmniCheck — Multi-Tenant AI Homework Grading & Socratic Tutor
B2B/B2C EdTech SaaS · Multimodal Vision LLM · dHash Anti-Plagiarism · GDPR Shield
Evaluates handwritten STEM notebooks step-by-step down to mathematical/physics formulas via Gemini 2.0 Flash Vision / GPT-4o, flags peer copying in sub-seconds, and provides a 24/7 Socratic AI tutor.
LuminaMath Moldova (luminamath.orizont.md) — High-Load Olympiad Platform
National Math Olympiad · Google Cloud Run Serverless · Stateless BYTEA OMR PDF Engine
National Mathematics Competition platform handling candidate registration, deterministic 6-digit ID generation, and instant OMR PDF scorecard streaming on an auto-scaling Google Cloud Run Serverless architecture.
SSP — Real-Time Transactional Subject Selection Platform
3-Stage Academic Curriculum Engine · PostgreSQL Serializable Locks · Socket.IO Live Quotas
Full-stack Next.js 16 + React 19 + Socket.IO platform that enforces multi-track academic rules (REAL/UMANIST, GPA 8.0+ prerequisites) and prevents seat overbooking via PostgreSQL Serializable transaction isolation.
GM-App — Multi-Campus Executive Enrollment MIS & Admissions CRM
Executive Enrollment Quota Matrix, 5-Stage Exam Funnel & Regional Outreach CRM
Centralized executive MIS & CRM serving 50+ administrators across 7 campuses to track enrollment targets, re-enrollment retention, entrance exam conversion funnels, and regional school outreach.
Enterprise Media OS & AI Content Hub (29 Channels)
29 Digital Channels · Zero-Password Governance · Gemini 2.5 Flash Moderation · 4-Lang Auto-Translation
Dual-UX Enterprise Media OS unifying 29 digital channels across 7 branches + HQ: combines a 3-step Stan.store-style Branch Editor Express Workspace (with live iPhone preview) and an HQ Master Command Center powered by Gemini 2.5 Flash.
Multi-Campus Corporate Web Portal, Super-Admin CMS & 3D-Secure Gateway
30/30 Routes · Hybrid Next.js 14 + PHP 8.4 CMS · Bank 3D-Secure E-Commerce · GEO/AEO (llms.txt)
Engineered from a forensic audit of a 4.1 GB legacy WordPress site into a 30/30 route Next.js 14 SSG + Native PHP 8.4 CMS Bridge across 3 languages (RO, EN, RU), featuring 15-field bank 3D-Secure tuition payments, an interactive fee calculator, 2,773 GDPR-hardened alumni profiles, and native llms.txt GEO/AEO manifests.
Multi-Campus SD-WAN, 5-Layer DMZ & Zero-IOPS Live NOC/Helpdesk
MikroTik WireGuard SD-WAN · Proxmox VE · Python/SQLite WAL (12 MB RAM · 23.6 ms TTFB) · 100 TB Workspace
Architected and automated a 7-campus network (MikroTik CRS418/RB4011, WireGuard SD-WAN, 65+ CAPsMAN Wi-Fi 6 APs, FreeRADIUS 802.1X), Proxmox LXC consolidation, 5-layer DMZ security, custom Zero-IOPS Python Helpdesk/NOC daemons, and 100 TB Google Workspace.
// END-TO-END ENGINEERING TECH MATRIX
From Multimodal Vision AI & Web SaaS to MikroTik SD-WAN & 1C Clusters
AI & Multi-Tenant SaaS
- Gemini 2.0 / 2.5 Flash Vision
- OpenAI GPT-4o (BYOK)
- Sharp 64-bit dHash Anti-Plagiarism
- HTML5 Canvas GDPR Privacy Shield
- Redis 7 + BullMQ Queues
- Wildcard Edge Middleware (*.omnicheck.kz)
Full-Stack & High-Load Web
- Next.js 14–16 (App Router / Standalone)
- React 19 + TypeScript + Tailwind v4
- PostgreSQL 16 (Serializable Locks / BYTEA)
- Prisma ORM + Supabase Realtime
- Socket.IO v4.8 + Custom Node Server
- PHP 8.4 CMS Bridge + MICB 3D-Secure
Network, Cloud & Security
- MikroTik RouterOS v7 (CRS418 / RB4011)
- WireGuard SD-WAN (7 Campuses, ~7ms)
- CAPsMAN Wi-Fi 6 + FreeRADIUS 802.1X
- Proxmox VE (LXC CT 100–106) + 5-Layer DMZ
- Nginx WAF + Fail2Ban + chattr +i DR
- Google Cloud Run + 100 TB Workspace
ERP & Zero-IOPS Systems
- 1C:Enterprise 8.3.25 Server (Linux)
- 1C:EDT 2026.1 + Git XML Pipeline
- Postgres Pro 1C v16 + РИБ / СКД
- Python 3 + SQLite 3 WAL (~12 MB RAM)
- Ansible Nightly Router Vaults
- Google Workspace Admin SDK / LDAPS