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kanak2208/README.md

Hi, I'm Kanak Yadav 👋

Data Analytics | Operations | Berlin, Germany

Originally from Uttarakhand, India 🇮🇳 — currently based in Berlin 🇩🇪, transitioning from operations into data analytics. I hold an M.A. in International Management with a thesis on predictive analytics and ML for supply chain risk detection, and I'm completing a Data Analytics Bootcamp at Ironhack Berlin (graduating June 2026).

I bring an unusual combination of hands-on operational experience (Amazon, Florida Eis Manufaktur) and growing technical skills in Python, SQL, and data visualization — meaning I understand both the data and the business context behind it.


🛠 Tech Stack

Python Pandas NumPy SQL Power BI Tableau Excel Git

Libraries: Pandas · NumPy · Matplotlib · Seaborn · SciPy · Statsmodels Databases: MySQL · MySQL Workbench · REST API integration Languages: English (fluent) · German (B1 certified, studying B2) · Hindi (native)


📂 Projects

End-to-end analysis of a real-world A/B experiment run by Vanguard on their digital onboarding interface. Includes funnel analysis, three formal hypothesis tests (Z-test, T-test, Mann-Whitney U), and an interactive Tableau dashboard.

Result: New UI significantly improves completion rate (+3.71%, p < 0.05). Error rate at the Confirm step dropped from 37.84% → 11.29%.

📊 Live Dashboard · 📽 Story Presentation

Python SQL Tableau Hypothesis Testing A/B Testing


🌍 Global Health Analytics

WHO API data pipeline — fetched, cleaned, and visualized global health indicators across countries and time periods.

Python REST API Pandas Matplotlib


🦈 Shark Attack Data Cleaning

Cleaned and standardized a messy real-world dataset of global shark attacks — handling nulls, inconsistent formats, and outliers.

Python Pandas Data Cleaning


💬 Wellbeing Analysis

SQL-based analysis exploring wellbeing patterns from structured survey data.

SQL MySQL


📊 Tableau Public

All interactive dashboards are published here: 👉 public.tableau.com/profile/kanak.yadav2046


🎓 Education

Degree Institution Year
Data Analytics Bootcamp Ironhack Berlin 2026
M.A. International Management IU Internationale Hochschule 2024
B.Sc. G.B. Pant University (GBPUAT), Pantnagar 2022

💼 Experience

Production & Operations Assistant — Florida Eis Manufaktur GmbH, Berlin Operational coordination, production planning, and process management.

Operations — Amazon Logistics operations and process optimization at scale.


📬 Connect with Me

LinkedIn GitHub Tableau Portfolio


📈 GitHub Stats

Kanak's GitHub Stats Top Languages


Currently open to junior Data Analyst, Werkstudent, and internship roles in Berlin and across Europe.

Pinned Loading

  1. Wellbeing_Analysis_SQL_Mini_Project Wellbeing_Analysis_SQL_Mini_Project Public

    Forked from MatteraAlessia/wellbeing_analysis

    Jupyter Notebook

  2. Global-Health-Analytics-API-Integration-Statistical-Testing Global-Health-Analytics-API-Integration-Statistical-Testing Public

    Jupyter Notebook 2

  3. Project-Shark-Attack-Data-Quality-Hypothesis-Driven-Analysis Project-Shark-Attack-Data-Quality-Hypothesis-Driven-Analysis Public

    Forked from radhikaurhekar/projectshark

    Jupyter Notebook

  4. ecommerce-sql-case-study ecommerce-sql-case-study Public

    SQL project analyzing e-commerce customer behavior using MySQL

  5. lab-sql-joins lab-sql-joins Public

    Forked from data-bootcamp-v4/lab-sql-joins

  6. lab-sql-subqueries lab-sql-subqueries Public

    Forked from data-bootcamp-v4/lab-sql-subqueries