Projects
- ChatSheetPT2025
Multimodal RAG pipeline for design specifications, enabling semantic search across text, tables, and images.
- WrapItUp2024
Event-driven microservice on AWS that lets users record and transcribe voice messages and receive LLM-generated summaries on a React frontend.
- HR AI-Assistance2023
Full-stack web app that lets users upload CVs and receive a rating against a vacancy, ranks CVs against job descriptions, and can generate new vacancies from bullet points.
https://github.com/HdM-LLM Predictive models for NBA game outcomes, reaching 66% accuracy — trained, evaluated, and compared Logistic Regression, SVM, Random Forest, Gradient Boosting, Ridge Classifier, and Neural Network models.
Distributed system for collaborative time tracking and project evaluation.
Work
Graph-based Decision Support System that traces requirements, architecture, and KPIs to improve development kickoff efficiency for market-oriented semiconductor products.
Internal application for controlling and quality-assuring microelectronics projects, including role-based access control and RESTful data integrations.
Internal conference management portal and a multimodal mobility app prototype presented to company leadership.