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A/B Test Dashboard – Search UX Evaluation

This post summarizes an A/B test comparing two variants of a search experience using real usage logs. The goal was to evaluate:
Jul 1, 2025
Atila Madai

Adventure Works Cycles: Cost & Elasticity Analysis

Presented with Jupyter Notebook using Python
Jun 15, 2025
Atila Madai
 

COVID-19 Data Analysis

Presented in Microsoft Power BI using Python and DAX.
Apr 27, 2020
Atila Madai

Credit Card Fraud Detection with Resampling and Tree-Based Models

This notebook implements a comprehensive fraud detection pipeline using tree-based models, SMOTE for class balancing, and robust evaluation practices.
Feb 6, 2025
Atila Madai

Dynamic Pricing & Demand Analysis Suite

This project explores how to build a trading floor-inspired, real-time dynamic pricing engine for hotel inventory.
Jun 16, 2025
Atila Madai

ML QA Computer Vision Assessment

This notebook provides a robust framework for performing quality assurance (QA) on annotated image datasets used in computer vision (CV) pipelines for airport apron…
Jun 22, 2025
Atila Madai

RAGEval: Evaluating Retrieval-Augmented Generation with LLMs

A modular framework to assess trust, citation quality, and response relevance in RAG pipelines — powered by large language models.
Jul 20, 2025
Atila Madai

Syncthing Setup: Remote Linux Desktop + WSL + Windows + macOS

Guide to syncing folders across a primary Linux data science machine, WSL laptop, Windows backup, and MacBook using Syncthing.

Jul 12, 2025
Atila Madai
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