Hi 👋, I'm Mrityunjay Pathak
I am a Data Scientist with a knack for uncovering patterns and trends that drive smarter decisions.
🎯 Tools and Technologies
• Programming : I'm good with Python, a powerful language for data science and data analysis.
• Libraries : I'm familiar with essential libraries like NumPy, Pandas, Matplotlib/Seaborn and Plotly.
• Machine Learning : I have experience with Sklearn, a famous machine learning library used widely across industries.
• Database : I can work with MySQL, a popular database system to handle and retrieve data effectively.
• Experiment Tracking : I'm familiar with MLflow, a platform that helps managing and tracking machine learning experiments.
• BI Tool : I'm familiar with Power BI, which makes it easy to create dynamic dashboards and generate business reports.
• Web Application : I have experience with Streamlit, a library that helps create custom web applications for machine learning.
• Version Control : I'm familiar with Git, which helps in keeping track of changes in code and collaborating effectively with a team.
📫 Connect with Me
Data Science Intern @Unified Mentor
Duration : August 2024 - September 2024 | Type : Remote
Projects : Netflix Data Analysis | Supermarket Sales Analysis
![](https://private-user-images.githubusercontent.com/123563634/375469940-ba198e51-aeda-4b8f-ba84-2a47213a2d5c.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3Mzg5MDUwNjEsIm5iZiI6MTczODkwNDc2MSwicGF0aCI6Ii8xMjM1NjM2MzQvMzc1NDY5OTQwLWJhMTk4ZTUxLWFlZGEtNGI4Zi1iYTg0LTJhNDcyMTNhMmQ1Yy5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMjA3JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDIwN1QwNTA2MDFaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0zMDM5NmQwZDIzY2ZiY2ViY2I2Y2I2ZTU0MmU0ZTk3MGQ2NzY0ZWY0ZmJmNTRhYmYyM2E3ZmFkZTczNWRmMzRjJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.gX4T0KLyh4DctPghIwyz_IpnL89DalH6876_bcy0oL8)
![](https://private-user-images.githubusercontent.com/123563634/375468161-748fc69d-896c-46d9-84e6-843ed23ec0a5.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3Mzg5MDUwNjEsIm5iZiI6MTczODkwNDc2MSwicGF0aCI6Ii8xMjM1NjM2MzQvMzc1NDY4MTYxLTc0OGZjNjlkLTg5NmMtNDZkOS04NGU2LTg0M2VkMjNlYzBhNS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMjA3JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDIwN1QwNTA2MDFaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0zNGRiNDJiYjQ1ZTdhNzNkODNmNjA5ZjM0YjY4Zjg2OWViNmM3NDBkODJjYWIwOGE0YmYzMWZiYzFjODcyOWI2JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.IY17YYBuw7G3JmR_QyFviFlRLlwabCCns1lUAhrhH0c)
🗃️ Machine Learning
![Car Price Prediction](https://private-user-images.githubusercontent.com/123563634/375473901-705fc6fd-ea46-428e-b07b-e72e186614be.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3Mzg5MDUwNjEsIm5iZiI6MTczODkwNDc2MSwicGF0aCI6Ii8xMjM1NjM2MzQvMzc1NDczOTAxLTcwNWZjNmZkLWVhNDYtNDI4ZS1iMDdiLWU3MmUxODY2MTRiZS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMjA3JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDIwN1QwNTA2MDFaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0zZWU4YzNkYWU3MTFiYzk2OGFlZTM2ODhjNGYxOTg5OGFhZTBiY2EwNTE1NWNmMzdiOTJkMGQ1NjY2YmUxOTQxJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.-fJQ2Z_pZ7mJm3lShCh7GFOiVkSq3KqLNyB-kvzY0Ho)
Dataset : Car Price Dataset → Web App : Car Price Prediction App
To develop a Machine Learning Model that can accurately predict the prices of used cars based on various features and attributes.
![Spaceship Titanic Classification](https://private-user-images.githubusercontent.com/123563634/375473901-705fc6fd-ea46-428e-b07b-e72e186614be.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3Mzg5MDUwNjEsIm5iZiI6MTczODkwNDc2MSwicGF0aCI6Ii8xMjM1NjM2MzQvMzc1NDczOTAxLTcwNWZjNmZkLWVhNDYtNDI4ZS1iMDdiLWU3MmUxODY2MTRiZS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMjA3JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDIwN1QwNTA2MDFaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0zZWU4YzNkYWU3MTFiYzk2OGFlZTM2ODhjNGYxOTg5OGFhZTBiY2EwNTE1NWNmMzdiOTJkMGQ1NjY2YmUxOTQxJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.-fJQ2Z_pZ7mJm3lShCh7GFOiVkSq3KqLNyB-kvzY0Ho)
Dataset : Spaceship Titanic Dataset → Web App : Spaceship Titanic App
To predict whether a passenger was transported to an alternate dimension during the spaceship collision with the spacetime anomaly.
📊 Exploratory Data Analysis
![Netflix Data Analysis](https://private-user-images.githubusercontent.com/123563634/375473892-cf9cd72e-fabc-4989-9f1f-12470eef10a1.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3Mzg5MDUwNjEsIm5iZiI6MTczODkwNDc2MSwicGF0aCI6Ii8xMjM1NjM2MzQvMzc1NDczODkyLWNmOWNkNzJlLWZhYmMtNDk4OS05ZjFmLTEyNDcwZWVmMTBhMS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMjA3JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDIwN1QwNTA2MDFaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT00ZTZlNThiM2RiOTlhMThhMWVjMTQyNTIyNzhmODI0YzY4ZjgyYWUzNjNkOTE5NDlhZTQwMDBjYzE2YzdkNDU4JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.PNlKjAfpPZbUiOVL_WtEcXTIovUU-tyvh7UeKXnqv80)
Dataset : Netflix TV Shows and Movies
To gain insights into the content available on Netflix and understand the patterns to uncover valuable insights into how the platform curates and evolves its offerings.
![Supermarket Sales Analysis](https://private-user-images.githubusercontent.com/123563634/375473892-cf9cd72e-fabc-4989-9f1f-12470eef10a1.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3Mzg5MDUwNjEsIm5iZiI6MTczODkwNDc2MSwicGF0aCI6Ii8xMjM1NjM2MzQvMzc1NDczODkyLWNmOWNkNzJlLWZhYmMtNDk4OS05ZjFmLTEyNDcwZWVmMTBhMS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMjA3JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDIwN1QwNTA2MDFaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT00ZTZlNThiM2RiOTlhMThhMWVjMTQyNTIyNzhmODI0YzY4ZjgyYWUzNjNkOTE5NDlhZTQwMDBjYzE2YzdkNDU4JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.PNlKjAfpPZbUiOVL_WtEcXTIovUU-tyvh7UeKXnqv80)
Dataset : Supermarket Sales Dataset
To gain insights into Supermarket Sales Performance understanding the patterns and trends in customer behavior, product categories and regional sales.