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Hello!
I'm Eszter

NLP Master's graduate from Universität Potsdam
currently based in Hannover, Germany.
I enjoy working with Data, ML, and AI.

CV [EN] CV [DE]

What I have been working on

Twitch Roast Bot with Zero-Shot Classification, RAG & Multi-Model NLP Pipeline

An intelligent Twitch chatbot that roasts problematic chat messages using zero-shot classification and RAG. Tracks user history using SQLite. Generates personalized, context-aware responses that humorously call out racism, sexism, and other inappropriate behavior.

LLM DeepSeek Ollama Zero-Shot RAG ChromaDB NLP Twitch API Transformers SQLite BERT

LLM Judge & Feedback Loop For Traffic Scene Generation

A modular framework that orchestrates multiple LLM agents to generate polished traffic scenarios. Demonstrates how smaller open-source LLMs can serve as effective judges in automated feedback loops, improving retrieval performance and scenario diversity for autonomous vehicle testing.

LLMs AI Research LangChain CARLA Multi-Agent Autonomous Vehicles Prompt Engineering Feedback Loop Transformers Pytorch Docker HPC

DnD Inspired Text Game for Evaluating LLMs

An interactive Dungeons & Dragons-style text game designed to evaluate large language models' conversational abilities, creative reasoning, and decision-making in complex narrative scenarios. Provides a standardized framework for assessing LLM performance in role-playing contexts.

Prompt Engineering Regex API LLM Evaluation Game Design NLP Benchmarking

GitHub

Fine-Tuning LLM for Higher-Order Code Generation

LLM fine-tuning for code generation in the COCOBOTS domain. Using LoRA techniques, this work addresses common LLM code generation issues by training models to generate higher-order instructions for placing objects, demonstrating the gap between first-order and higher-order code reasoning.

LLM Fine-Tuning LoRA PEFT Unsloth Code Generation PyTorch Transformers NLP Research

Hello!I'm Eszter