Author: david

Mechatronics, Software Engineering, Woodworking, and "Making" in General

Foundations of Exploratory Data Analysis (EDA) for Software Engineers and Data Scientists

Introduction In the world of software engineering and data science, the practice of Exploratory Data Analysis (EDA) is a critical first step in understanding the data with which you are working. It allows you to identify patterns, spot anomalies, test hypotheses, and check assumptions. This blog post delves into the foundations of EDA, its intersection…
Read more

Designing User Experience for Data-Driven Applications: A Guide to Clarity and Insight

In today’s data-rich world, crafting a user experience (UX) for data-driven applications demands a thoughtful and strategic approach that transforms raw data into actionable insights for users.. This blog post will explore the key UX considerations, questions, and milestones that are essential in crafting applications that not only present data but make it actionable and…
Read more

Navigating the Potential and Pitfalls of LLMs in Creative Processes

In the realm of software engineering and UX design, the rise of Large Language Models (LLMs) like DALL-E has opened new frontiers of creativity and efficiency. These AI-driven tools have the remarkable ability to generate images from textual descriptions, promising a future where ideas can be visualized instantly. However, as we integrate these technologies into…
Read more

Code Review

A Novel Approach to Technical Interviews: The Mock PR Review

Introduction The technical interview process is a critical phase in hiring software engineers, yet it is often the subject of debate and dissatisfaction among both candidates and hiring managers. Traditional methods, such as coding challenges and take-home assignments, have been staples for assessing a candidate’s technical skills. However, these methods have their drawbacks, including concerns…
Read more

Navigating the Mirage: The Quest for Hallucination-Free AI

In the rapidly evolving landscape of artificial intelligence (AI), the term “hallucination” has transcended its traditional psychiatric connotations, embedding itself into the lexicon of AI development and ethics. In this context, AI hallucinations refer to instances where AI systems generate false or misleading information, often with a high degree of confidence. This phenomenon raises significant…
Read more

Empowering Software Engineers and Product Teams in Data Visualization Design

Data visualization is a cornerstone of modern application design, allowing users to quickly understand complex information at a glance. However, the effectiveness of a data visualization depends heavily on its design principles. For software engineers and product teams, being armed with these principles is essential not only for creating impactful visualizations but also for having…
Read more

Navigating the Path of Responsible AI in Software Development

In the rapidly evolving landscape of artificial intelligence (AI), generative AI technologies stand out for their ability to produce content that mimics human creativity, from writing and art to code and beyond. However, as these technologies become more integrated into products and services, the responsibility of ensuring they are developed and used ethically falls heavily…
Read more

Mounting Aileron Servos inside Wing Assembly

I’m currently working on a balsawood RC airplane with a 52″ wingspan. The frame of the “wing assembly” is not yet fitted with servos. The purpose of this post is to outline the design considerations taken and the matching implementation. Existing Components (On future builds, I will consider the mounts for the servos while designing…
Read more

Demystifying JavaScript Packages: Creating and Publishing Your Own (using npm)

Introduction JavaScript has become the backbone of modern web development, powering everything from interactive websites to complex applications. To streamline development and foster code reusability, the JavaScript community relies heavily on packages, which are collections of code and resources designed to perform specific tasks or add functionality to your projects. In this blog post, we…
Read more

Designing a Desktop Fountain (Aided by GPT4)

Designing an elegant, modern, and Zen-like fountain that is suitable for both 3D printing and woodworking involves creating a minimalist yet functional piece. Here’s a suggestion for such a design: Concept: Cascading Zen Fountain Design Elements: Fabrication Tips: This design combines the tranquility of a Zen garden with modern minimalism, making it a versatile piece…
Read more