MongoDB

Conversational Support Summarization with Large Language Models

For a customer service organization processing thousands of daily support conversations, I developed an automated summarization system using fine-tuned FLAN-T5. The solution …

Simulation of Photovoltaic Systems

SolarData is a platform allowing to simulate the amount of energy produced by a photovoltaic energy system in a specified geographic location weather data and parameters of the …

Anomaly Detection in BI Smart Metrics

The goal of this project was to develop an anomaly detection pipeline for business intelligence systems in order to trigger a BI report distribution - via slack or e-mail - when an …