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ishikabishnoi/README.md

Hi, I'm Ishika πŸ‘‹

πŸ’Ό About Me

I believe the best way to learn is by building things, asking questions, and understanding why something works- not just how to use it. My current focus is on developing a strong analytical foundation through real-world data projects before moving deeper into machine learning.

Currently seeking: Data Analyst roles | Open to ML-adjacent opportunities


🎯 Current Focus

  • End-to-end data analytics projects (EDA β†’ SQL insights β†’ dashboards)

  • Transforming raw data into actionable business insights

  • Building a portfolio that bridges analytics β†’ machine learning


πŸ›  Toolkit

Languages & Databases:

Python SQL MySQL JavaScript HTML/CSS

Data & Analytics:

Power%20BI Excel NumPy Pandas Jupyter

Tools & Platforms:

Git GitHub VS%20Code Google Colab


πŸ“Š Featured Projects

End-to-end Healthcare Operations Analytics project analyzing 500 patient cases using SQL, Python, and Power BI to uncover revenue drivers, patient complexity, and operational performance.

Python (Pandas) EDA + MySQL queries β†’ Power BI dashboard revealing patterns behind employee attrition. Understanding HR analytics at scale.

SQL + Power BI project uncovering customer behavior, sales performance, and business trends. Deep-dive into window functions, CTEs, and data storytelling.


πŸ“ Writing & Learning

I document what I learn- not just code, but the ideas, observations, and thought processes behind analytical decisions.

Blog


πŸ”— Connect

LinkedIn X


Building projects, documenting the process, asking questions that matter.

⚑ Here's a Fun fact: All the electrons in motion powering the global internet weigh roughly 50 grams- almost exactly the weight of a single medium-sized strawberry.

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  1. Healthcare-Operations-Analytics Healthcare-Operations-Analytics Public

    End-to-end Healthcare Operations Analytics | 500 cases | 21 features | 30+ SQL queries | Power BI Dashboard delivering insights into revenue, patient flow, LOS, insurance, and provider performance.

    Jupyter Notebook 1

  2. emp-attrition-analysis emp-attrition-analysis Public

    Why do employees quit? SQL queries analyzing attrition patterns across 1,470 employees (16.1% overall attrition)

    Jupyter Notebook 2

  3. retail_sales_analysis retail_sales_analysis Public

    Retail sales analysis project using SQL and Power BI to uncover business insights through data analysis and interactive dashboards.

    Python 1

  4. clg-project clg-project Public

    Stop juggling. Start DoveTailing!

    JavaScript 1