Blogs

Welcome to my blog section! Here you will find articles on various topics including software engineering, machine learning, GenAI, and more.

Run Large Language Models Locally from Scratch

2025-08-08

A complete beginner's guide to running large language models locally using Conda, Python, and Ollama with Mistral-7B and DeepSeek.

Understanding Software Design Patterns with Java

2025-08-06

An introduction to software design patterns with practical Java examples for Singleton, Factory Method, and Observer patterns.

Building a Local Knowledge Base Q&A Assistant with LangChain and Ollama Mistral

2025-08-05

Learn how to build a fully local Q&A assistant that uses LangChain, a vector database, and Ollama's Mistral model to answer questions from your own documents.

Using CrewAI with Local Models to Automate Task Workflows

2025-08-05

Learn how to set up CrewAI with locally hosted models to create multi-agent workflows for task automation, without relying on cloud-based LLMs.