Welcome to My AI Blog

news
AI
Author

Sourangshu Pal

Published

December 15, 2025

Welcome!

I’m excited to launch this blog where I’ll be sharing insights about AI, machine learning, and practical applications of modern AI systems.

What You Can Expect

As a Senior AI Consultant, I work daily with:

  • Multi-agent systems
  • RAG (Retrieval-Augmented Generation) architectures
  • Vector databases and semantic search
  • LLM applications and frameworks

I’ll be sharing tutorials, best practices, and real-world examples from my work.

Quick Demo: Simple Python Code

Let’s start with a simple example to show how code works in these posts:

import numpy as np
import matplotlib.pyplot as plt

# Generate some sample data
x = np.linspace(0, 10, 100)
y = np.sin(x)

# Create a plot
plt.figure(figsize=(10, 4))
plt.plot(x, y, 'b-', linewidth=2)
plt.title('Welcome to My Blog!')
plt.xlabel('X')
plt.ylabel('sin(X)')
plt.grid(True, alpha=0.3)
plt.show()

Coming Soon

I’m planning posts on:

  • Building production RAG systems
  • Vector database comparisons
  • LangChain vs LlamaIndex
  • Multi-modal AI applications

Stay tuned!