Developer · Builder · Tech

Somewhere between Art and Algorithms.

I’m a curious and driven student with a deep passion for technology, mathematics, physics, finance, and artificial intelligence. I am eager to further my education in these fields.

LinkedIn GitHub
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Elementary School

2010 - 2014 | ⚑ Vienna

'Global Education Primary School 13', which promotes speech competence in English especially with new communication technologies.

High School

2014 - 2022 | ⚑ Vienna

Attended 'GRG XIII Wenzgasse 7' with focus on the study of economics. Additional elective subjects: Computer science and English.

Engineering For Kids of Austria

2016 & 2017 | ⚑ Vienna

Program with practical access to and focus on physics, engineering, mathematics and technologies.

Academic Paper

2022 | ⚑ Vienna

Academic Paper / 'VWA' (Senior High School Year): 'Smart Cities: Die Städte der Zukunft'. Description of different Smart City models, patterns and characteristics. All of this, illustrated through the case study of Smart City Vienna.

Internship at gbd Group

2022 | ⚑ Vienna & Vorarlberg

Engineering Internship at 'gbd.group', a group consisting of 9 companies, specialised in Civil and Mechanical Engineering.

University

2022 - ? | ⚑ Zurich

'ETH Zürich' in Zurich. Focus on Engineering Sciences through the Bachelor's degree programme 'Electrical Engineering and Information Technology'.

Software Development for Montis Finance GmbH

2024 - 2025 | ⚑ Vienna

Built and maintained front-end and back-end systems. Developed the complete company Website. Also, supported technical setups and integrations.

Teacher assistant for HPE Laboratory

Spring 2025 | ⚑ Zurich

Supporting laboratory experiments / practical sessions for the "Networks and Circuits" course at the High Power Electronic Systems Laboratory (HPE) at ETH Zurich.

Teacher assistant for Hands-On Deep Learning

Fall 2025 | ⚑ Zurich

Responsible for course session management and presentations to support students in mastering practical deep learning concepts, as part of the Distributed Computing Group at ETH Zurich.

Skills

Skills that shape ideas into reality.

Through a combination of technical knowledge, creativity, and continuous learning, I turn concepts into working solutions. These skills empower me to build, design, and innovate across disciplines.

Software Engineering
  • C/C++, Python
  • HTML, CSS, JavaScript
  • Linux, Bash
  • Git & GitHub
  • Databases, SQL
  • Assembly (RISC-V)
AI / ML
  • Linear/Logistic Regression, SVM
  • Unsupervised Learning
  • Reinforcement Learning
  • Neural Networks, Probabilistic Models
  • LLM, RAG, MCP
  • Pandas, Scikit-Learn, PyTorch
CAD & Software
  • Fusion360
  • Altium Designer
  • Adobe Creative Cloud
  • Microsoft Office
Languages
  • German (Native)
  • English (Fluent)
  • Spanish (Basic)

Profile

Selected Projects I've Created.

A selection of projects that showcase my passion for building, designing, and solving problems through technology and creativity.

469 GitHub Contributions (in the last year)

MailWhisper – Email Drafting Agent

MailWhisper is an Email Draft Agent that works with you to craft the perfect email. Start from a rough idea, a few notes, or a quick voice prompt, then iterate together until the draft fits your intent. Everything runs locally on your machine using a local LLM via Ollama and on-device speech-to-text, so it’s private, secure, and costs nothing to use.

Foldergeist Demo

RISCV-GPT (RAG Tool)

While studying for my Computer Engineering exam I created a Retrieval-Augmented Generation (RAG) tool that preprocesses the official specifications, stores them along with Metadata in a vector database, and lets you query them with the LLM of your choice via Ollama. All of this, with precise, checkable citations to the manuals.

RISCV-GPT Demo

Foldergeist – Local AI Agent

Local AI agent powered by LLMs that operates inside a restricted root folder on your machine. It understands your folder structure and can answer questions about individual files. It can rename, move, delete or copy files and folders just by chatting with you.

Foldergeist Demo

Personal Terminal Voice Assistant

A simple, local "shell Siri". It works by pressing Enter to speak to it, get a streamed reply and hear it read back. Implemented using C++, making use of OpenAI's Whisper and Ollama's API.

Local Process Intelligence MCP Server

Intelligent monitoring server built for the Model Context Protocol (MCP). It enables a LLM agent to analyze the machine’s state, perform diagnostics, suggest optimizations, and offer real-time solutions.

Stock Portfolio Risk Assessment

Stock Portfolio Risk Assessment using a Geometric Brownian Motion Model and Monte Carlo Simulation techniques.

Geofetch (CLI Tool)

Modern and minimalistic terminal clock with geo-based enhancements. It displays a large, customizable clock, your current location, date, and temperature, all perfectly centered in terminal windows.

Appletree (CLI Tool)

A lightweight and efficient terminal-based directory tree viewer for macOS & Linux. It helps with visualizing folder structures with optional file filtering.

Personal Diabetes LLM Assistant

A lightweight, local Retrieval-Augmented Generation (RAG) system for analyzing diabetes-related patient profiles using LangChain, ChromaDB, and Ollama.

Montis Finance GmbH Website

As part of my work at Montis Finance GmbH, I was responsible for developing the company website and managing the server, hosting, and backend setup.

Contact

Get In Touch

Feel free to reach out for collaborations, projects, or just a friendly chat.

mattia.loszach@gmail.com 
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