A repository housing my contributions to a group project for the 'Environmental Sensing and Modeling' course at TUM. Tasks include data acquisition, conversion, visualization, analysis, and mapping for air quality in Munich.
Geo-tagged bike vibration analysis. ESP32 + MPU-6050 over BLE, GPX from phone, short-time FFTs aligned to ~2 m of road via clock-model + GPS interpolation.
A variation on the Temperature Display demo for Pimoroni's Pico Display
Repository for wind data analysis using MATLAB and R, as part of a research project at the Technical University of Munich. Developed methods for data processing, visualization, and model accuracy enhancement.
Advanced IoT environmental monitoring system using ESP8266 microcontroller and DHT22 sensor for temperature/humidity tracking with intelligent data transmission and energy-efficient deep sleep modes.
Physics-aware ANN vs LSTM comparison for soil moisture prediction with Monte Carlo uncertainty quantification and SHAP explainability .
Immersive art installation powered by IoT — detects presence, reads environment, and reacts in real time with MQTT + ESP32 + web dashboard.
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