Madan Belbase

Computer Engineering student interested in Machine Learning, Computer Vision, AI, and Software Engineering.

• Optimizing the Critical Rendering Path: Re-Engineering My Blog for a Perfect Performance Score Apr 15, 2026

  How an engineering student applied system-level optimization—from TCP slow start to WebP encoding—to drastically improve load times and achieve a perfect performance score.

• Webhook Security – Don’t Let Hackers Spoof Your Data (Webhook Part 2) Feb 8, 2026

  Learn how to secure your webhooks against spoofing attacks by implementing best practices such as HMAC. (Webhook Part 2)

• Why Your API Is Overworked: How Webhooks Solve the Polling Problem (webhook Part 1) Feb 4, 2026

  Learn why constant API polling overworks your system and how webhooks solve this problem using an event-driven approach. (Part 1)

• Understanding Gradient Descent in Machine Learning Jul 1, 2026
  Machine Learning AI

• Minimalist Blog GitHub Live Demo Active

  A clean, writing-first technical blog built with Astro, Tailwind CSS, and Pagefind search.

  Stack: Astro, Tailwind CSS, Pagefind, TypeScript
• Sentiment Analysis using LSTM GitHub Live Demo Active

  An end-to-end deep learning NLP project for classifying movie reviews using an LSTM neural network.

  Stack: Python, TensorFlow, Keras, LSTM, NLP, Streamlit, NumPy, Matplotlib