Project Management

Advance Planning for AI Project Evaluation

to seek out in businesses right away — there's a proposed product or feature that may involve using AI, akin to an LLM-based agent, and discussions begin about methods to scope the project...

Iron Triangles: Powerful Tools for Analyzing Trade-Offs in AI Product Development

and operating AI products involves making trade-offs. For instance, a higher-quality product may take more time and resources to construct, while complex inference calls could also be slower and costlier. These trade-offs are...

The Machine Learning Lessons I’ve Learned Last Month

because the years before: fireworks across the globe. People greeted the brand new 12 months with latest resolutions and latest goals. Someone, somewhere, surely said: “2026 goes to be THE 12 months.” Then January...

Why SaaS Product Management Is the Best Domain for Data-Driven Professionals in 2026

In a recent Paris tech event, I had an exchange with data professionals. Our discussion focused on which domain is one of the best for data-driven professionals and find out how to best use...

The 2026 Goal Tracker: How I Built a Data-Driven Vision Board Using Python, Streamlit, and Neon

how you can actually stay consistent together with your goals for 2026? This yr, I’ve decided that I don’t just want an inventory of goals. I would like a vision board backed by real...

What Clients Really Ask for in AI Projects

, clients and stakeholders don’t want surprises. What they expect is clarity, consistent communication, and transparency. They need results, but additionally they want you to remain grounded and aligned with the project’s goals as a...

Agentic AI and the Way forward for Python Project Management Tooling

, data scientists working within the Python ecosystem would normally juggle multiple tools to perform basic project management tasks, from creating virtual environments with venv and installing dependencies with pip or conda, to constructing...

Suggestions for Setting Expectations in AI Projects

AI project to succeed, mastering expectation management comes first. When working with AI projets, uncertainty isn’t only a side effect, it could make or break all the initiative. Most individuals impacted by AI projects don’t...

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