Principles and patterns to build winning performance+team — If you are leading teams responsible for Data, Analytics, Data Science, or AI — this blog series is for you! Throughout my career leading teams in Data Engineering, Data Analytics/Science, and AI in both startup and large company environments, I have uncovered principles and patterns that have proven to be…

Principles and patterns to build winning performance+team — If you are leading teams responsible for Data, Analytics, Data Science, or AI — this blog series is for you! Throughout my career leading teams in Data Engineering, Data Analytics/Science, and AI in both startup and large company environments, I have uncovered principles and patterns that have proven to be…

A surprisingly simple personal dashboard will do the magic! — As a Data Analyst, your greatest satisfaction is in analyzing data, uncovering “why” as well as other insights, and communicating to business leaders to appropriately transform the business! Hurray! But these major wins are analogous to running marathons! Days, weeks, and months of iterative data collection, validation, cleaning, model creation…

How to maximize business outcomes without burning — In linking data to business outcomes, Data Analysts play the most critical role. They are typically the only people on the Data team that understand both the data context as well as the business context. In my experience, on a typical day, a Data Analyst will get pulled into multiple…

FAQs for AI Zero → One (Episode #7) — Transcript Hey, everyone. Welcome to episode number seven, where we cover FAQs in going from zero to one in AI. Today’s question is how to report progress on your AI project. Now, the reason this question comes up is traditionally in software, or software engineering, we’ve got really good in…

FAQs for AI Zero → One (Episode #6) — Transcript: Hey, everyone. Welcome to episode number six, FAQs on AI and going from zero to one. Today’s question we’re going to tackle is how to break down an AI problem into basic building blocks. So let me first explain why this is required and important. …

FAQs for AI Zero → One (Episode #5) — Transcript Welcome to episode five of Unraveling AI Entrepreneurs. These are basically FAQs from engineers and product managers as you go on your AI journey from zero to one. Today’s question is, what resources do you need to get started on an AI idea? Now, it’s a common misconception…

FAQs for AI Zero → One (Episode #4) — Transcript: Welcome everyone to episode four of unraveling AI entrepreneurs. This is a series for engineers and product managers where we cover frequently asked questions on challenges in the domain of AI and going from an idea to real-world products. Today’s question is about the operational complexity of your ML…

FAQs for AI Zero → One (Episode #3) — Transcript Welcome to episode three of Unraveling AI Entrepreneurs. Essentially, this is a series of frequently asked questions that you as engineers and product managers would encounter in your journey of going from zero to one in the domain of AI. In the previous episode, we had started off with…