📌 The Upstream Mentality: Why AI/ML Engineers Must Think Beyond the Model

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-08-20 | ⏱️ Read time: 13 min read

Your 3am production alert isn’t a model problem—it’s an upstream crisis in disguise

📌 Building a Modern Dashboard with Python and Tkinter

🗂 Category: PROGRAMMING

🕒 Date: 2025-08-19 | ⏱️ Read time: 20 min read

Create polished GUIs and data dashboards with this versatile library

📌 Mastering NLP with spaCy – Part 3

🗂 Category: DATA SCIENCE

🕒 Date: 2025-08-19 | ⏱️ Read time: 7 min read

Rule-based matching for information extraction

📌 Help Your Model Learn the True Signal

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-08-19 | ⏱️ Read time: 15 min read

An algorithm-agnostic approach inspired by Cook’s distance

📌 Capturing and Deploying PyTorch Models with torch.export

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-08-19 | ⏱️ Read time: 18 min read

A demonstration of PyTorch’s exciting new export feature on a HuggingFace model

📌 Advanced Prompt Engineering for Data Science Projects

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-08-19 | ⏱️ Read time: 11 min read

Part 2: Prompt Engineering for Features, Modeling, and Evaluation

📌 Water Cooler Small Talk, Ep 8: Should ChatGPT Be Blocked at Work?

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-08-19 | ⏱️ Read time: 9 min read

Water cooler small talk is a special kind of small talk, typically observed in office…

📌 Can LangExtract Turn Messy Clinical Notes into Structured Data?

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-08-18 | ⏱️ Read time: 7 min read

Turning raw clinical notes into structured entities with LLMs.

📌 Modular Arithmetic in Data Science

🗂 Category: DATA SCIENCE

🕒 Date: 2025-08-18 | ⏱️ Read time: 10 min read

Modular arithmetic is a mathematical system where numbers cycle back to the beginning after reaching…

📌 Extracting Structured Data with LangExtract: A Deep Dive into LLM-Orchestrated Workflows

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-09-06 | ⏱️ Read time: 10 min read

A guide to building modular workflows for structured intelligence

📌 Maximizing AI/ML Model Performance with PyTorch Compilation

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-08-18 | ⏱️ Read time: 31 min read

Since its inception in PyTorch 2.0 in March 2023, the evolution of torch.compile has been one of…

📌 How to Correctly Apply Limits on the Result in DAX (and SQL)

🗂 Category: DATA SCIENCE

🕒 Date: 2025-08-18 | ⏱️ Read time: 8 min read

What if the output of a measure mustn’t be above a specific limit? How can…

📌 How to Create Powerful LLM Applications with Context Engineering

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-08-18 | ⏱️ Read time: 7 min read

Improve your LLM by optimizing its context

📌 LangGraph 101: Let’s Build A Deep Research Agent

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-08-14 | ⏱️ Read time: 32 min read

Learn LangGraph fundamentals from Google’s open-source full-stack implementation

📌 What Does “Following Best Practices” Mean in the Age of AI?

🗂 Category: THE VARIABLE

🕒 Date: 2025-08-14 | ⏱️ Read time: 3 min read

How data and ML practitioners should navigate a rapidly changing landscape

📌 “My biggest lesson was realizing that domain expertise matters more than algorithmic complexity.“

🗂 Category: AUTHOR SPOTLIGHTS

🕒 Date: 2025-08-14 | ⏱️ Read time: 8 min read

Claudia Ng reflects on real-world ML lessons, mentoring newcomers, and her journey from corporate ML…

📌 How to Use LLMs for Powerful Automatic Evaluations

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-08-13 | ⏱️ Read time: 7 min read

A beginner-friendly introduction to LLM-as-a-Judge

📌 Data Mesh Diaries: Realities from Early Adopters

🗂 Category: DATA ENGINEERING

🕒 Date: 2025-08-13 | ⏱️ Read time: 7 min read

Early-adopter realities gathered from real data mesh implementations

📌 Tips for Setting Expectations in AI Projects

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-08-13 | ⏱️ Read time: 8 min read

If you want your AI project to succeed, mastering expectation management comes first. When working…

📌 A Bird’s-Eye View of Linear Algebra: Why Is Matrix Multiplication Like That?

🗂 Category: MATH

🕒 Date: 2025-08-13 | ⏱️ Read time: 21 min read

Since the way we manipulate high-dimensional vectors is primarily matrix multiplication, it isn’t a stretch…

📌 Reducing Time to Value for Data Science Projects: Part 4

🗂 Category: DATA SCIENCE

🕒 Date: 2025-08-12 | ⏱️ Read time: 11 min read

Embrace your inner software developer