📌 Talk to my Agent

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-07-28 | ⏱️ Read time: 9 min read

The exciting new world of designing conversation driven APIs for LLMs.

📌 End-to-End AWS RDS Setup with Bastion Host Using Terraform

🗂 Category: DATA SCIENCE

🕒 Date: 2025-07-28 | ⏱️ Read time: 11 min read

Learn how to automate secure AWS infrastructure using Terraform — including VPC, public/private subnets, a…

📌 Declarative and Imperative Prompt Engineering for Generative AI

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-07-25 | ⏱️ Read time: 9 min read

Conceptual overview and practical considerations

📌 What Is a Query Folding in Power BI and Why should You Care?

🗂 Category: DATA ANALYSIS

🕒 Date: 2025-07-25 | ⏱️ Read time: 21 min read

“Will that break a query folding?” “Does your query fold?”… Maybe someone asked you those…

📌 How I Fine-Tuned Granite-Vision 2B to Beat a 90B Model — Insights and Lessons Learned

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-07-25 | ⏱️ Read time: 24 min read

A hands-on journey exploring fine-tuning techniques that unlock the power of small vision models.

📌 When 50/50 Isn’t Optimal: Debunking Even Rebalancing

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-07-24 | ⏱️ Read time: 7 min read

A new theory of class imbalance demonstrates that the optimal training imbalance in a binary…

📌 Getting AI Discovery Right

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-07-24 | ⏱️ Read time: 17 min read

A guide to ideating, validating, and prioritizing your AI use cases

📌 How Do Grayscale Images Affect Visual Anomaly Detection?

🗂 Category: COMPUTER VISION

🕒 Date: 2025-07-24 | ⏱️ Read time: 7 min read

A practical exploration focusing on performance and speed

📌 Optimize for Impact: How to Stay Ahead of Gen AI and Thrive as a Data Scientist

🗂 Category: DATA SCIENCE

🕒 Date: 2025-07-24 | ⏱️ Read time: 13 min read

The data scientists who survive won’t be the ones who code better than ChatGPT—they’ll be…

📌 Automating Ticket Creation in Jira With the OpenAI Agents SDK: A Step-by-Step Guide

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-07-24 | ⏱️ Read time: 16 min read

Learn how to create AI Agents using the OpenAI Agents SDK to automate Jira ticket…

📌 LLMs Continue to Evolve. So Should Your Skill Set.

🗂 Category: THE VARIABLE

🕒 Date: 2025-07-24 | ⏱️ Read time: 3 min read

This week, we highlight three articles that focus on emerging topics and techniques around large…

📌 The Beauty of Space-Filling Curves: Understanding the Hilbert Curve

🗂 Category: MATH

🕒 Date: 2025-09-07 | ⏱️ Read time: 17 min read

A quick journey from theory to implementation and application

📌 Preventing Context Overload: Controlled Neo4j MCP Cypher Responses for LLMs

🗂 Category: AGENTIC AI

🕒 Date: 2025-09-07 | ⏱️ Read time: 4 min read

How timeouts, truncation, and result sanitization keep Cypher outputs LLM-ready

📌 Why BI in the AI Age

🗂 Category: SPONSORED CONTENT

🕒 Date: 2025-07-24 | ⏱️ Read time: 9 min read

An argument for human-led analysis (at least for now)

📌 Multi-head Attention is a Fancy Addition Machine

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-07-24 | ⏱️ Read time: 8 min read

“Attention is All you Need” showed attention as a sequence of multiplicative and concat operations…

📌 How Not to Mislead with Your Data-Driven Story

🗂 Category: DATA SCIENCE

🕒 Date: 2025-07-23 | ⏱️ Read time: 22 min read

Data storytelling can enlighten—but it can also deceive. When persuasive narratives meet biased framing, cherry-picked…

📌 Torchvista: Building an Interactive Pytorch Visualization Package for Notebooks

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-07-23 | ⏱️ Read time: 11 min read

Building a tool to interactively visualize the forward pass of any Pytorch model from within…

📌 NumPy API on a GPU?

🗂 Category: PROGRAMMING

🕒 Date: 2025-07-22 | ⏱️ Read time: 17 min read

It’s here already from Nvidia and it’s called cuNumeric.

📌 Things I Wish I Had Known Before Starting ML

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-07-22 | ⏱️ Read time: 9 min read

Part 1: Data, Sales Pitches, Bugs, and Breakthroughs

📌 A Well-Designed Experiment Can Teach You More Than a Time Machine!

🗂 Category: DATA SCIENCE

🕒 Date: 2025-07-22 | ⏱️ Read time: 7 min read

How experimentation is more powerful than knowing counterfactuals