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.
// B2B & ENTERPRISE VALUE PROPOSITION
White-label wildcard-subdomain (*.omnicheck.kz) SaaS for K-12 school networks and prep centers that cuts teacher grading workload by 80%+ while guaranteeing strict student PII privacy.
1. The Challenge
Manual grading of handwritten STEM notebooks drains hours of teacher capacity daily, while uploading raw notebook photos with student names to cloud LLMs violates GDPR/PII laws and deadline spikes crash synchronous servers.
2. Architectural Solution
Engineered Next.js Edge Middleware for wildcard subdomains and 6-tier RBAC, client-side HTML5 Canvas compression (15MB -> 250KB) with Top-7% header auto-masking (Privacy Shield), Sharp perceptual dHash plagiarism detection, and asynchronous Redis + BullMQ Vision AI workers.
3. Measured Outcome
Zero PII exposure to external LLMs, sub-second peer plagiarism detection (>85% Hamming similarity), 3-tier AI model fallback guaranteeing zero 500 errors during deadline surges, and Kundelik.kz CSV export.
System Architecture Pipeline
HTML5 Canvas (250KB + Top-7% PII Mask)
Next.js Edge Middleware (*.omnicheck.kz)
Sharp 64-bit dHash Anti-Plagiarism
Redis 7 + BullMQ Async Queue
Gemini 2.0 Flash Vision / GPT-4o
PostgreSQL 16 + Prisma + MinIO S3
Key Engineering Highlights (For CTOs, Recruiters & Systems Architects)
Edge Middleware & License Gatekeeper: Wildcard *.omnicheck.kz routing, 6-tier RBAC hierarchy, and instant license state enforcement.
Client-Side Privacy Shield (GDPR): HTML5 Canvas masks the top 7% PII header and compresses 15MB photos to ~250KB before upload.
Perceptual dHash Anti-Plagiarism: Sharp 64-bit difference hashing flags copied notebooks across classmates in <1 second.
6-Language Dynamic i18n (EN, KK, RU, TR, UZ, AR with RTL) + Paddle Billing v2 & Kaspi.kz QR/B2B invoicing.
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.
// B2B & ENTERPRISE VALUE PROPOSITION
Turnkey competition & examination portal for national Olympiads and testing centers requiring collision-free candidate registration and instant OMR scorecard distribution under extreme traffic spikes.
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.
// B2B & ENTERPRISE VALUE PROPOSITION
Replaces fragile multi-tab Excel workbooks for multi-branch private school networks with a real-time executive MIS dashboard, admissions funnel tracker, and regional outreach CRM.
Consolidates 619 Google Workspace accounts and SIS records into 239 verified active faculty profiles across 8 campuses, featuring 1-click IAM offboarding, expat visa watchdogs, and a 13.3 ms TTFB GDPR API.
// B2B & ENTERPRISE VALUE PROPOSITION
Identity & HR portal for institutions on Google Workspace: automates employee onboarding/offboarding, expat visa tracking, standardized PDF CV generation, and GDPR-clean public faculty APIs.
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.
// B2B & ENTERPRISE VALUE PROPOSITION
Enterprise SMM & AI governance platform for multi-branch networks and franchises managing 29+ digital channels without password sharing, enforcing brand standards, GDPR minor consent, and 4-language localization.
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.
// B2B & ENTERPRISE VALUE PROPOSITION
Turnkey institutional web portal & admissions engine replacing bloated WordPress setups with a 30-route Next.js 14 + PHP 8.4 hybrid CMS, live bank 3D-Secure tuition acquiring, interactive fee calculators, and GEO/AEO AI-search optimization.
Mobile-first Next.js 14 PWA featuring the Lockbox Digital Detox countdown timer, structured morning/evening family protocols, Family Score (%) analytics, dual LocalStorage + Supabase Realtime sync, and nightly Telegram summaries.
// B2B & ENTERPRISE VALUE PROPOSITION
Whitelabel family wellness & behavioral habit PWA for school parent communities, gamifying screen-free family time and structured children's sleep routines.
Client-server 1C:Enterprise 8.3.25 architecture running on Ubuntu Server with Postgres Pro 1C 16, engineered via macOS 1C:EDT + Git XML source decomposition across KotofeyRetail, Retail 2.3, Accounting 3.0, and Trade Management 11.
// B2B & ENTERPRISE VALUE PROPOSITION
B2B ERP modernization for retail chains: migrates file-mode 1C databases to high-performance Linux + Postgres Pro 1C clusters with Git/EDT version control, distributed retail nodes (RIB), and REST/HTTP web integrations.
STACK:1C:Enterprise 8.3.251C:EDT 2026.1Postgres Pro 1C 16BSL (1C Language)Ubuntu Server LTSProxmox LXCGitREST / HTTP Services
Engineering Command Center — Multi-Project GTD & WIP-Limit OS
Zero-Dependency Personal Engineering OS for Orchestrating 11+ Concurrent Enterprise Projects
Max 2
Weekly WIP Focus Limit
11+
Orchestrated Repositories
0 sec
Context Ramp-Up Time
:3000–05
Standardized Dev Port Map
// EXECUTIVE SUMMARY
Single-file dark-mode engineering command center built to orchestrate 11+ concurrent enterprise systems with Context Bookmarks, WIP limit enforcement, daily timeboxing, and 1-click AI Sync Report export.
// B2B & ENTERPRISE VALUE PROPOSITION
Executive engineering workflow blueprint enforcing strict WIP limits (max 2 active focus targets), standardized microservice port allocation (:3000–:3005), and 1-click AI agent context synchronization.
STACK:HTML5 / JS ES6+Tailwind CSSLocalStorage PersistenceGTD & Kanban WIPPomodoro Deep Work Engine