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paperniuk/README.md

   

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About

System Integration & Automation Engineer — backend engineering, business automation, and applied AI. I turn fragmented manual processes into structured, scalable software: backend services, API integrations, ERP / CRM automation, data pipelines, and applied ML systems.

Stack

Selected Projects
LLM Classification Fine-Tuning — language-model fine-tuning for domain-specific text classification. Chat Data Exporter — desktop app for extracting and structuring public contact info from large website collections.
Moodle PWA Plugin — enables PWA installation while preserving site branding. PrepPilot AI — mobile app for AI-assisted exam-prep workflows.

Research: deepfake / image-authenticity detection · Physics-Informed Neural Networks · robust model deployment.



Open to collaboration — backend · automation · applied AI · system integration  ·  📍 Taipei, Taiwan

Pinned Loading

  1. Business-Intelligence-Project Business-Intelligence-Project Public

    VAESTA is a weather-aware fashion recommendation system that suggests outfits based on real-time weather conditions and personal wardrobe data. It uses a multi-attribute content-based model (warmth…

    Python

  2. SakerElias/LLM_Classification_Finetuning SakerElias/LLM_Classification_Finetuning Public

    This repository contains work for the Machine Learning Project Course, where we apply LLM fine-tuning techniques to solve a text classification problem from a Kaggle competition. The goal is to exp…

    Jupyter Notebook

  3. zm-cengiz/HullTactical zm-cengiz/HullTactical Public

    Jupyter Notebook 1

  4. PrepPilot-AI PrepPilot-AI Public

    Mobile app for English exams preparation

    Dart

  5. chat-data-exporter chat-data-exporter Public

    A fast, accurate PyQt6 desktop application for extracting WhatsApp and Telegram contact information from thousands of websites.

    Python

  6. moodle-pwa-plugin moodle-pwa-plugin Public

    Moodle local plugin that enables PWA install via Chrome - uses your site's logo automatically.

    PHP 1