Apache Airflow is an open-source workflow management tool designed for ETL/ELT (extract, transform, load/extract, load, transform) workflows. It enables users to define, schedule, and monitor complex workflows, with the ability to execute tasks in parallel and handle dependencies between tasks. I have used it for different workflows, from the simplest…

Introduction — The concept of fine-tuning a pre-trained machine learning model, like the Generative Pre-trained Transformer (GPT), has gained tremendous popularity in the field of natural language processing (NLP). Fine-tuning allows for the adaptation of a general-purpose model to a more specific task or dataset without starting from scratch. What is Fine-Tuning? Fine-tuning is the…

My Personal Experience with Leadership Styles I’ve had experiences with various leaders, both good and bad. I’ve delved deeper into these encounters in another article I highly recommend you read. One particularly negative experience stands out, and it revolves around the insidious practice of micromanagement. …

A system design interview is a specific type of job interview commonly used in the tech industry, especially for roles that involve software engineering, system architecture, or other technical responsibilities. This interview aims to evaluate the candidate’s ability to design and plan complex, scalable software systems. Unlike traditional coding interviews…

So you’re just setting foot into the thrilling world of data science, and you’ve probably heard the names R and Python tossed around as the languages of the data gods. But which should you learn first? Learning a programming language isn’t like choosing a life partner; you’re not stuck with…

Recently, I had an intriguing conversation with a close friend who has been working as a Manager as a Service (MaaS) for the past year and a half, lending his expertise to not just one but two startups. …

Machine learning, a subset of artificial intelligence, empowers computers to learn and improve from experience without being explicitly programmed. This revolutionary technology finds applications in diverse sectors, from healthcare to finance, and has the potential to revolutionize the way we interact with data. Understanding Machine Learning. At its core, machine learning revolves around…

Becoming an Engineering Manager is a pivotal step in many technical careers, signaling a transition from hands-on technical work to leadership and team management. This transition demands a unique set of skills and a shift in mindset. In this guide, we’ll explore the journey from Senior Engineer to Engineering Manager…

Introduction The speed and performance of modern technology applications often feel like nothing short of magic. One moment you’re clicking on a link or tapping on an app, and the next, you’re transported to an interface filled with rich, interactive content. …