Learn how to set up DVC with a DigitalOcean Spaces backend to track datasets, an essential practice in MLOps for both research and industry applications.

Learn how to overcome unexpected memory consumption when loading Parquet files with dictionary columns into Pandas DataFrames, and discover a simple solution to drastically reduce memory usage.

KITT is an in-car assistant capable of verbally communicating with the driver, and by utilizing external APIs, it can answer questions related to routing, finding points of interest, and is aware of the local weather and traffic conditions.

One of my favorite Python map libraries is Folium, it allows you to create interactive maps using leaflet.js. However interactivity which is its main feature is also its greatest disadvantage, it does not allow you to easily export the resulting map as static image.

Have you ever wanted to visualize a (large) number of GPS trajectories? This is something that I’ve done a lot in the past and over the years I’ve been able to do it in a lot of different ways.

The ever increasing regulatory requirements for Anti-Money Laundering (AML) compliance presents significant challenges for financial …

Conversational assistants based on large language models (LLMs) have spread widely across many domains, and the automotive industry is …

A major issue in driver identification is lack of enough data from the target group of drivers. In this work I use Triplet loss to train neural nets that learn to discriminate between small chunks of driving data. Through this we significantly reduce the amount of data needed to perform accurate driver identification or verification.

This is one of my latest works in which I apply deep learning to problem of driver identification using GPS data collected from smartphone.

The increasing penetration of connected vehicles nowadays has enabled driving data collection at a very large scale. Many telematics …

Nowadays Internet-enabled phones have become ubiquitous, and we all witness the flood of information that often arrives with a …

Human mobility has opened up to many themes in recent years. Human behavior and how a driver might react to certain situations, whether …

The growing penetration of telematics systems and connectivity in vehicles has enabled a large variety of possible value-added services …

The study of human mobility and activities has opened up to an incredible number ofstudies in the past, most of which included the use …

Interconnected vehicles are a growing commodity providing remote access to onboard systems for monitoring and controlling the state of …

Interconnected vehicles are a growing commodity providing remote access to on-board systems for monitoring and controlling the state of …