Marian Golubenco's Work | ContraWork by Marian Golubenco
Marian Golubenco

Marian Golubenco

I am an AI & Cloud Engineer

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Designed and developed a modern, multilingual website for Decoplit, a European manufacturer of premium decorative panels. Built with a modern web framework and a component-based architecture, focusing on performance, responsive design, SEO, scalability, and a premium product experience. The platform includes structured product catalogs, industry-specific solutions, project showcases, multilingual support (RO/RU/EN), lead-generation flows, and a responsive interface optimized across desktop and mobile.
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Cover image for License-Plate Detection (Vision)
YOLOv8 plate detector
License-Plate Detection (Vision) YOLOv8 plate detector + dual-engine OCR with video tracking and Romanian-format validation — single-image and video workflows. - **YOLOv8 detection** with adjustable confidence threshold - **Dual OCR engines** — PaddleOCR (primary, more accurate) + EasyOCR (fallback) - **Video tracking** — ByteTrack assigns a stable ID to each physical plate across frames; per-track OCR aggregation picks the best reading per plate - **Romanian format validation** — 42 county codes + post-OCR character-confusion fixes (`8↔B`, `0↔O`, `1↔I`, `5↔S`) and missing-county-letter restoration (e.g. `F 08 AGY` → `IF 08 AGY`) - **Adaptive OCR preprocessing** — adaptive upscale to a target width + unsharp mask, tuned for small plates (drone-altitude pixel sizes) - **Model selector** — sidebar dropdown auto-discovers every `.pt` in `model/` or `weights/` - **CSV / JSON / image / video export** of detection results - **Benchmark tooling** — measure OCR accuracy against plate width to know your effective minimum readable plate size
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Tatiana Beauty is a booking and operations system built for a real makeup artist and educator in Chișinău, Moldova. Most customer inquiries start on Instagram or WhatsApp with questions like “Are you free Saturday?”, “How much is makeup?” or “Can I book makeup and hair?” What looks like a simple question creates repetitive work: checking the calendar, proposing times, waiting for a reply, confirming the appointment, sending reminders, handling rescheduling and trying to refill cancelled slots. Tatiana Beauty moves that coordination into one workflow. Customers see real availability and request an appointment themselves. Tatiana keeps control with final booking approval, while confirmations, reminders and customer self-service handle the routine follow-up. When a time becomes available, the waitlist can automatically find the oldest compatible customer, reserve the slot temporarily and offer it to them. If accepted, it converts safely into a normal booking request. The system also coordinates combined Makeup + Hair appointments across Tatiana and Diana’s independent calendars. For Tatiana, the private studio brings together appointments, manual Instagram/WhatsApp bookings, working hours, blocked time, customers, waitlist activity and operational impact. The product principle is simple: Tatiana manages the exceptions, not every step.😍
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Cover image for This is my recent work done by me, decolpit.md (https://deco...
This is my recent work done by me, decolpit.md (https://decolpit.md) for a company from Moldova.
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