Kay von Kiedrowski | Environmental Economist & Geoinformatics

About

Economics

Environmental & resource economics, regulation of environmental impact, econometrics

Geoinformatics

Rasdaman, GDAL, QGIS, WMS/WCS services, geospatial data automation

Data & research

Python, statistical analysis, panel data, causal inference

Skills

Data science tools & methods

Data preprocessing Feature engineering Predictive modeling Model evaluation ML algorithms Statistical analysis Data visualization

Quantitative skills

Statistics Stochastic processes Advanced econometrics Time series econometrics Multivariate methods Machine learning

Business administration

Accounting General management Corporate leadership Organization Production Logistics Marketing

Languages

Python JavaScript SQL HTML/CSS

Data science & analytics

Pandas NumPy Scikit-learn Matplotlib Seaborn Stata MATLAB

Geoinformatics

Rasdaman GDAL QGIS WMS/WCS

Web development

Vue.js Phaser 3 Flask Bootstrap

Tools & infrastructure

Git LaTeX Web scraping APIs Cloud computing Power BI Windows GNU/Linux CLI

Creative suite

Microsoft Office Adobe Creative Suite

Academic specialization

Microeconomics Development economics Environmental economics International economics

Interdisciplinary knowledge

Geography Ecosystem analysis Geodata Philosophy Sociology

Languages

German (native) English (advanced)

Leadership & soft skills

Problem solving Team orientation Creativity Self-directed learning Self-organized work Intercultural competence Leadership experience

Projects

Climate Explorer

Machine learning application that processes 123 years of temperature data to generate predictive models for global temperature and historical precipitation patterns, with interactive dashboards for 150+ countries.

Time series forecasting Ensemble learning scikit-learn Prophet Pandas Vue.js D3.js

Master's thesis: Subjective well-being of immigrants

Comparing subjective well-being and its predictors between immigrants of heterogeneous national origins, based on the German Socio-Economic Panel.

Two-way fixed effects Coarsened exact matching Pandas Geopandas Stata

Read thesis

MovieMosaic

Film recommendation algorithm based on three user-specified selections.

Flask BeautifulSoup Pandas Vue.js SQL

WhatSentiment

Sentiment analysis for English and German language WhatsApp chats, demonstrated on an anonymized group chat.

BERT NLTK spaCy Pandas Plotly

ZenFlow

Personal productivity suite combining task management, project tracking, and Telegram notifications in a customizable interface.

Flask Vue.js Telegram API Tailwind SQL

Creative & tools

Game development and productivity tools showing a broader range of technical work.

Spheralis

Precision platformer with procedural level generation and a glitch mode.

JavaScript Phaser 3

Logseq Lumalee theme

A clean, modern theme for the knowledge management platform Logseq.

CSS

Chronosss sequencer

Software MIDI sequencer with guitar-oriented input and a pattern system.

Python PySide6

Waveform_0x

Rhythm-based browser game with wave physics and procedural generation.

TypeScript Phaser 3