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paperniuk/README.md

Erik Paperniuk

System integration and automation engineer based in Taipei, Taiwan.

I build backend services and turn fragmented manual processes into software: API integrations, ERP / CRM automation, data pipelines, and applied ML systems.

Website · LinkedIn · Repositories

What I work on

  • Backend services and API integration
  • ERP / CRM automation — Frappe, ERPNext, Odoo
  • Private LLM deployments and applied AI
  • Computer vision and applied machine learning

Stack

  • Languages — Python, C++, TypeScript, JavaScript
  • Backend — FastAPI, Django, Flask
  • Data — PostgreSQL, MySQL
  • ML — PyTorch
  • Infrastructure — Docker, Linux, Git, Cloudflare
  • Business systems — Frappe, ERPNext, Odoo

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 information from large website collections.

Moodle PWA Plugin Enables PWA installation for Moodle while preserving site branding.

PrepPilot AI Mobile app for AI-assisted exam-prep workflows.

Research

Deepfake and image-authenticity detection · physics-informed neural networks · robust model deployment.

Open to collaboration on backend, automation, and applied AI work.

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