📌 Lessons Learned After 6.5 Years Of Machine Learning

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-06-30 | ⏱️ Read time: 7 min read

Deep work, trends, data, and research

📌 From Pixels to Plots

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-30 | ⏱️ Read time: 16 min read

How I built an AI-powered prototype to turn images into insights

📌 Become a Better Data Scientist with These Prompt Engineering Tips and Tricks

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-06-30 | ⏱️ Read time: 11 min read

Part 1: prompt engineering for planning, cleaning, and EDA

📌 The End-to-End Data Scientist’s Prompt Playbook

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-09-08 | ⏱️ Read time: 10 min read

Part 3: Prompts for docs, DevOps, and stakeholder communication

📌 A Developer’s Guide to Building Scalable AI: Workflows vs Agents

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-27 | ⏱️ Read time: 38 min read

A practical guide to choosing between AI agents and workflows for production systems, covering the…

📌 Pipelining AI/ML Training Workloads with CUDA Streams

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-06-26 | ⏱️ Read time: 12 min read

PyTorch Model Performance Analysis and Optimization — Part 9

📌 A Caching Strategy for Identifying Bottlenecks on the Data Input Pipeline

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-06-26 | ⏱️ Read time: 16 min read

PyTorch model performance analysis and optimization — Part 8

📌 Hitchhiker’s Guide to RAG with ChatGPT API and LangChain

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-26 | ⏱️ Read time: 7 min read

Build a simple Python RAG pipeline using your local files as context

📌 Data Science: From School to Work, Part V

🗂 Category: PROGRAMMING

🕒 Date: 2025-06-26 | ⏱️ Read time: 18 min read

How to profile your Python project

📌 The Mythical Pivot Point from Buy to Build for Data Platforms

🗂 Category: DATA ENGINEERING

🕒 Date: 2025-06-26 | ⏱️ Read time: 10 min read

For companies with data-intensive architectures, there often comes a pivotal point where building in-house data…

📌 AI Agent with Multi-Session Memory

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-26 | ⏱️ Read time: 9 min read

Build from scratch using only Python & Ollama (no GPU, no APIKEY)

📌 Use OpenAI Whisper for Automated Trannoscriptions

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-06-25 | ⏱️ Read time: 8 min read

Streamline your computer interactions using OpenAI’s Whisper model

📌 Economic Cycle Synchronization with Dynamic Time Warping

🗂 Category: ECONOMICS

🕒 Date: 2025-06-25 | ⏱️ Read time: 7 min read

The case of the Eurozone

📌 How to Train a Chatbot Using RAG and Custom Data

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-06-25 | ⏱️ Read time: 6 min read

Retrieval-Augmented Generation made easy with Llama

📌 Stop Chasing “Efficiency AI.” The Real Value Is in “Opportunity AI.”

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-25 | ⏱️ Read time: 11 min read

Companies pursuing incremental productivity gains risk being displaced by AI-native competitors building entirely new business…

📌 Data Has No Moat!

🗂 Category: DATA SCIENCE

🕒 Date: 2025-06-24 | ⏱️ Read time: 7 min read

Only if you ignore data quality

📌 Agentic AI: Implementing Long-Term Memory

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-24 | ⏱️ Read time: 11 min read

The problem and current solutions

📌 Why Your Next LLM Might Not Have A Tokenizer

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-06-24 | ⏱️ Read time: 16 min read

The Tokenizer Has Been a Necessary Evil, but This Radical Approach Shows That It Might…

📌 Build Multi-Agent Apps with OpenAI’s Agent SDK

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-24 | ⏱️ Read time: 21 min read

Creating multi-agent apps is simple with this open-source SDK, and it can be used with…

📌 Reinforcement Learning from Human Feedback, Explained Simply

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-06-23 | ⏱️ Read time: 7 min read

The one technique that made ChatGPT so smart

📌 Programming, Not Prompting: A Hands-On Guide to DSPy

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-23 | ⏱️ Read time: 16 min read

A practical deep dive into declarative AI programming