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In this Exploratory Data Analysis (EDA) project we'll clean up the data and prepare a report that gives insight into the shopping habits of Instacart customers.

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data-visualization exploratory-data-analysis instacart matlpotlib numpy pandas

eda-instacart-customers-shopping-habits's Introduction

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๐Ÿ’ป I'm a Software Engineer based out of VA, USA.
โ˜•๏ธ Currently, I am looking for volunteer based web development works. If you have any interesting idea or project to collaborate or a freelancing project to work upon, I will be happy to connect.
๐Ÿ” Looking to collaborate on open source/commercial/personal projects.
๐Ÿ“ฎ Please, contact me at my LinkedIn page for any opportunities.

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Recent Web Development Projects

๐Ÿ”น From Wix to Wow: Reinventing NYBC's Digital Presence

ReactJS | JS | TailwindCSS | Framer Motion | REST API | Strapi CMS | PostgreSQL | Cloudinary | PWA

The National Youth Bike Council, a youth-led non-profit, focuses on empowering young cyclists and amplifying youth voices within the bicycle industry. Transitioned the organization's website from Wix to React JS, achieving 100% responsiveness and an increase in user engagement. Developed a Strapi-powered React JS web app & implemented a Progressive Web App (PWA).

๐Ÿ”น Connectient: Patient Appointment Request System

NextJS | React Server Components | TypeScript | Shadcn-UI | TailwindCSS | Supabase | Cypress

Connectient is a web application designed to streamline the process of requesting medical appointments for patients while providing healthcare providers with a powerful scheduling and management tool. With a user-friendly interface, robust features, and a commitment to enhancing the patient experience, Connectient aims to bridge the gap between patients and medical practices.

๐Ÿ”น Tetris: Block-Stacking Adventure

ReactJS | Typescript | CSS

This is a web-based Tetris game built using React, designed to deliver a modern and captivating gaming experience while paying homage to the classic puzzle game that has entertained generations. The project primarily was started just for fun after being captivated by playing Tetris ๐Ÿค“.

๐Ÿ”น Around the US: Your Passport to Pixels

ReactJS | JS | CSS | BEM | REST API | Express | JWT | Express Winston

Dive into the pixelated panorama of the United States with 'Around the US', the full-stack image-sharing web app that transforms your screen into a canvas of captivating snapshots. At 'Around the US', we celebrate the art of storytelling through images. Our journey began with a vision, and it evolved into a reality with React at the helm. Our CSS animations and effects will leave you spellbound as you navigate through a sea of pixels.

๐Ÿ”น Awesome Container Company: Eco ๐ŸŒฑ meets Innovation

ReactJS | JS | Tailwind CSS | Framer Motion | Express

Picture this: a world where plastic pollution is but a memory, and sustainability is the norm. That's the mission of Awesome Container Company - a Singapore based startup. Our tech arsenal is nothing short of extraordinary. React, the engine of interactivity, powers our frontend. Tailwind CSS, a magician of styling, ensures elegance. Framer Motion? It's the artist behind our animations. And AWS SES? It's our sustainable email messenger, keeping you in the loop.

Data Science Projects

๐Ÿ”ธ Gold Recovery Prediction: Optimizing Efficiency in Gold Ore Processing using ML

Python | Pandas | Numpy | Seaborn | Scipy | Supervised Learning | Regression

Zyfra is a pioneering developer of efficiency solutions for heavy industries & is aiming to take help of machine learning to optimize the efficiency in Gold Ore processing. This project centers around the application of machine learning to predict the amount of gold that can be recovered from gold ore during the extraction and purification processes. By accurately forecasting gold recovery rates, mining operations can optimize production, reduce operational costs, and eliminate unprofitable parameters.

๐Ÿ”ธ Optimizing Oil Well Locations: Maximizing Profit and Minimizing Risks

Python | Pandas | Numpy | Scikit-learn | Supervised Learning | Regression

In the quest for harnessing valuable energy resources, the OilyGiant mining company wants to expand its operations by discovering new oil well locations. To achieve this, a data-driven approach is adopted, leveraging geological exploration data from three distinct regions and employing techniques in data analysis and modeling. Beyond just prediction, the project delves into the realm of profit calculation.

๐Ÿ”ธ Churn Prediction for Beta Bank

Python | Pandas | Seaborn | Scikit-learn | Supervised Learning | Classification

Beta Bank has been facing a gradual exodus of customers. Recognizing the significance of preserving existing clients, the bank wants to develop a robust churn prediction model to identify customers who are likely to leave the bank soon.

๐Ÿ”ธ Cellular Plan Recommendations to Customers

Python | Pandas | Seaborn | Scikit-learn | Supervised Learning | Classification

Mobile carrier Megaline has found out that many of their subscribers use legacy plans. I developed a supervided learning model with the highest possible accuracy that would analyze subscribers' behavior and recommend one of Megaline's newer plans: Smart or Ultra.

๐Ÿ”ธ Netflix Content Trend Analysis

Python | Pandas | Plotly | EDA | Streamlit

The project goal is to explore the Netflix dataset to gain insights into the overall content trend, popularity of rating categories, library growth, and duration changes over time: Overall Trend of Content, Popularity of Rating Categories, Growth and Expansion of the Library, Duration and Release Year Analysis.

๐Ÿ”ธ Ice Video Games Data Analysis

Python | Pandas | Numpy | Seaborn | EDA | Matplotlib

Analysis of video game sales data of an online store Ice, which sells video games all over the world & identify patterns that determine whether a game succeeds or not.

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