Building a Real-Time Demand Forecasting System
A breakdown of how I built and deployed a real-time demand forecasting pipeline using Kafka, PostgreSQL, Prophet, and Streamlit.
Recent Posts
Rainfall Prediction: My Weather Forecasting Journey
My experience building a model to predict rainfall for a Kaggle competition and the lessons learned.
Deploying My Real-Time Sentiment Analysis App
Deploying a real-time sentiment analysis system using NLP, Streamlit, and Firebase.
Predicting Customer Churn: A Machine Learning Approach
A deep dive into predicting customer churn using machine learning. This project covers exploratory data analysis, feature engineering, model selection, and k...
Setting up my Minimal Mistakes website
My experience with Minimal Mistakes, Jekyll, and GitHub Pages