Projects

Lyra: Experimentation You Can Trust
Python
Causal Inference
Experimentation
A/B Testing
FastAPI
React
PyMC

An experimentation platform where every estimator is certified against a known ground truth. A Monte-Carlo harness checks whether each method recovers a planted effect with…

30 June 2026

RentSignal: Regulated Rent Intelligence for the German Market
Python
Machine Learning
Causal Inference
Spatial Analysis
Remote Sensing
XGBoost
FastAPI

A live AI rent-optimization engine for the German rental market, built around Comply · Optimize · Act. Combines Mietpreisbremse compliance checking, ML rent prediction…

26 April 2026

BeeSignal: Synthetic Demand Estimation with LLM Consumers
Python
Discrete Choice
Conjoint Analysis
LLM
Causal Inference
Pricing
PyLogit

A live pricing-research engine that uses LLM-generated synthetic consumers to run conjoint analysis and pricing experiments that traditionally cost $50K-200K — for about…

15 March 2026

didkit: Enhanced Plotting & Inference for Difference-in-Differences
Python
Causal Inference
Difference-in-Differences
Data Visualization
Open Source

A Python package bringing R’s ggfixest plotting capabilities and HonestDiD inference tools to Python. Features event study plots with nested CIs, simultaneous confidence…

18 February 2026

Customer Segmentation & Recommendation Engine
Python
PySpark
Machine Learning
NLP
Docker
GCP
FastAPI
scikit-learn

End-to-end ML system: PySpark feature engineering, BERT sentiment analysis, K-Means segmentation, and hybrid recommendation engine. Deployed as a live API on GCP Cloud Run…

17 February 2025

Machine Learning with Python: A Quick Guide
Machine Learning
Python
scikit-learn
30 March 2024

Amsterdam Airbnb Price Prediction: A Machine Learning Approach
Python
Geospatial Analysis
Machine Learning
geopandas
scikit-learn
11 March 2024

Customer Analytics with R
R & Rstudio
A/B Testing
Machine Learning
01 December 2022
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