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ekinderdiyok/README.md

Welcome to my GitHub profile!

Here, I showcase my data analytics portfolio and my competences.

Projects

Name Description Technologies Visit
Campaign Analytics (Meal Kit Delivery) Sets up a SQLite database with synthetic data modeling, runs integrity/validity checks, calculates summary statistics and growth KPIs SQL  GitHub
User Analytics Dashboard Generates synthetic data, builds a sleek, interactive Tableau dashboard, computes subscription KPIs. Tableau  Tableau
Customer Segmentation (Online Fashion Retailer) Generates synthetic data, builds a database, runs queries, segments customers using k-means and Recency-Frequency-Monetary (RFM). Python, SQL, Jupyter  GitHub
Causal Inference: Does being a plus member ACTUALLY increase customer lifetime value? Sketches Business Model Canvas, discusses A/B testing and RCTs, codes a proof-of-concept. Python, DoWhy  GitHub
Information Diffusion on 𝕏 (Twitter) Models Twitter API data, compares computational models, programs NLP via OpenAI API, constructs social network graphs via NetworkX. Python, LaTeX, OpenAI API, Figma GitHub
Altered States Database Survey data meta-analysis. Logs scientific data, co-authors a publication here. Microsoft Excel asdb.info
TikTok and Media Multitasking Decision neuroscience research proposal and poster presentation investigating similarities between media multitasking and TikTok use Figma Web

Marketing

Google Search Console, Google Analytics 4 (GA4), SEO, Figma (Design), Mailchimp (Email Marketing), Pipedrive (CRM), Webflow (Website CMS), Social Media, Lead Funneling, Event Organization (Vision Pro Community Event), Conference Attendence (AWE USA 2024).

Academia

LaTeX (free, open-source, version controlled typesetting), MATLAB (programming), qualtrics (survey data collection), Zotero (bibliography), machine learning (regression, clustering, classification, PCA, NLP)

Books I love and learned a lot from 📚🐛

Storytelling with data Learning the Pandas Library The Visual Display of Quantitative Information Data Science for Business

Pinned Loading

  1. causal-inference causal-inference Public

    Sketches Business Model Canvas, discusses A/B testing and randomized control trials (RCTs), codes a proof-of-concept in Python.

    Jupyter Notebook 1

  2. customer-segmentation customer-segmentation Public

    Segmenting customers of an online fashion retailer and gathering actionable insights.

    Jupyter Notebook

  3. cv cv Public

    This repository hosts my CV (Resume)

    HTML

  4. ekinderdiyok ekinderdiyok Public

    Hello, this is my data analytics portfolio.

    1

  5. information-diffusion-on-twitter information-diffusion-on-twitter Public

    This repository hosts my master's thesis project.

    Jupyter Notebook

  6. tiktok-and-media-multitasking tiktok-and-media-multitasking Public

    This repo is home to my Decision Neuroscience project.

    HTML