Exploring AI Through
Engineering & Research

I am a Computer Science student and Software Engineer specializing in Machine LearningMachine Learning is a field of AI that enables systems to learn and improve from experience without being explicitly programmed. It's used in everything from recommendation systems to computer vision., NLPNatural Language Processing (NLP) is a branch of AI that helps computers understand, interpret, and generate human language. It powers technologies like machine translation, chatbots, and text analysis. and scalable AIScalable AI refers to artificial intelligence systems that can efficiently handle growing amounts of data and computational demands. It focuses on building AI solutions that remain performant and cost-effective at scale..

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Marek Lorenz - AI Scholar and Software Engineer

Glad you are here!

A brief introduction

I'm Marek, a CS student at TUM in my fourth year, living in Munich. I work at Pluno AI, building an AI-powered community bot. I have many blessings in my life: great friendsCheck out my friends' portfolios:
yuntongmiao.com
alpkaanaksu.com, a loving family, and the opportunity to travel and study in different places, such as at UC Santa Barbara in SoCal. Besides everything coding and ML-related, I am also passionate about writing and learning about languages. For more infos, please check out my résumé.

Study & Research Areas

Exploring the frontiers of artificial intelligence

LLM-Based Scenario Modification for Safety-Criticality in Autonomous Driving

I am currently working on this project as my bachelor thesis under the supervision of Yuan Gao at the chair of Autonomous Vehicle Systems.

GitHub Framework

Ranking Algorithms in Probabilistic and Non-Probabilistic Information Retrieval Models

Seminar paper comparing various algorithms for ranked knowledge retrieval I was writing at LMU Munich.

Paper

Automated Evaluation Framework for LLM Agent Performance

At TUM and Parloa, our focus was building an automated evaluation framework for LLM agents using Langchain.

Parloa

Featured Projects

Recent work in AI and software development

Wikipedia Knowledge Graph

A knowledge graph representation of Wikipedia articles and their links using NetworkX.

GitHub

Order Matching

An adaptive order matching algorithm with a trading platform UI that won the 2022 hackathon by Bloomberg.

Devpost GitHub

Let's Connect

I read all my mail, so don't hesitate to reach out!

Email Me