Things I've Built

A selection of projects where I explore the intersection of data, automation, AI, and digital systems.

AUTOMATION / AI / DATA

B2B Lead Intelligence & Automation

Turning scattered lead discovery into a structured intelligence workflow.

A B2B lead intelligence system that combines data collection, AI-assisted qualification, automation workflows, and structured database storage into a more organized lead generation process.

MY ROLE System Design · Development · Automation · Data Workflow
Python FastAPI n8n Gemini API PostgreSQL Docker
PROJECT 01 MEDIA SLOT B2B Lead Intelligence Pipeline
AI / DATA / BUSINESS INTELLIGENCE

AI Business Intelligence Bot

Ask business questions. Get structured answers.

An AI-powered Telegram bot that connects natural-language business questions with structured data stored in PostgreSQL.

The system interprets a user's question, generates an appropriate SQL query, retrieves the relevant data, and returns the result through a conversational interface.

MY ROLE AI Integration · Backend Logic · Database Workflow
Python Gemini API PostgreSQL SQL Telegram Bot API
PROJECT 02 MEDIA SLOT AI Business Intelligence Telegram Bot
DATA SCRAPING / EXTRACTION / PYTHON

E-Commerce Data Extraction Pipeline (IKEA)

Resilient dynamic extraction across complex web catalogs.

An automated web scraping pipeline built to extract dynamic JavaScript-rendered catalog structures, pricing data, and product specifications into structured datasets.

MY ROLE Data Scraping Engineer · Pipeline Architect
Python Selenium BeautifulSoup4 Pandas
PROJECT 03 MEDIA SLOT E-Commerce Data Extraction
More Technical Exploration

Want to see more?

These are only a few selected projects. More experiments, implementations, and technical explorations are available on GitHub.

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