Gautam Blogs

Sales Forecasting

Jan 31, 2025 • 36 min read

Case study on sales forecasting utilizing machine learning algorithms and time series models. It includes exploratory data analysis, hypothesis testing, feature engineering and model deployment.

Fullstack Multi Container App

Jan 01, 2025 • 4 min read

Software Engineering

A fullstack multi-container app using React, Express, Redis, MongoDB, and Docker. This post will discuss how to create a multi-container app using Docker and Docker Compose.

Driver Churn Prediction

Aug 30, 2024 • 10 min read

Data Science Machine Learning

This case study delves deeply into OLA driver data to uncover insights about the driver churn and assist the company in retaining drivers.

E-com Price Optimization

Jul 07, 2024 • 4 min read

Data Science

Case study on price optimization on an e-commerce store. This post will discuss various price optimization strategies and their impact on sales along with some recommendations.

Aerofit Data Analysis

Jun 20, 2024 • 3 min read

Data Science

This comprehensive case study delves into Aerofit's data, uncovering valuable insights to enhance sales performance and assist the company in providing tailored product recommendations to consumers

Netflix Data Analysis

May 20, 2024 • 4 min read

Data Science

This case study delves deeply into Netflix data to uncover insights about the content and assist the company in recommending which content to upload or produce.

Automated Trading System

Dec 29, 2023 • 7 min read

Data Science Software Engineering

Case study of my automated trading system. This post will walk through the process of building the system, the components and technologies used, how it works, and the challenges faced.