A curated collection of advanced automation workflows built with n8n, integrating LLMs, APIs, and third-party services to solve real business tasks.
Each project is fully functional, production-tested, and reflects my capabilities as a Developer, Architect, and Integration Specialist.
Description:
An advanced AI automation built for a regional lending platform. It acts as a virtual loan advisor: analyzes user preferences, matches them with the best loan offers, sends clickable application links, tracks user activity, performs multi-stage follow-ups, pushes a regularly updated offer showcase, refreshes the database daily, and compiles client reports for managers.
Technologies used:
GPT-4o Mini, GPT-4.1 Nano, Telegram Bot API, MySQL (Dockerized), JavaScript, Google Sheets, Vector Embeddings, Python, Docer, n8n Scheduler
Status:
Completed (Code under NDA, not available)
Workflow Overview:
The full architecture includes:
- Dynamic GPT-based prompt routing
- Preference extraction and classification
- Offer matching engine
- Click tracking and engagement logging
- Scheduled follow-up sequences
- Cron-based daily updates
- Daily performance report delivery
Visual Workflow Snapshot:
(Sanitized schema – details hidden due to NDA)
Description:
A Telegram bot that automatically processes images sent in a group chat, extracts their embeddings using OpenCLIP, and logs them to a Google Sheet with message metadata. Built and deployed using n8n, this bot enables scalable image vectorization for later semantic search or ML analysis.
Technologies used:
n8n, Telegram Bot API, Google Sheets API, OpenCLIP (via HuggingFace API), Base64 encoding, JavaScript, .env
Status:
Public — source code available
Screenshot:
Name: webmixgamer
Role: Automation Developer | AI Workflow Architect
Contact: Available upon request
Additional projects will be added to this repository soon.