📌 Neural Networks – Intuitively and Exhaustively Explained

🗂 Category: DATA SCIENCE

🕒 Date: 2025-02-03 | ⏱️ Read time: 28 min read

An in-depth exploration of the most fundamental architecture in modern AI.

📌 How to Get Promoted as a Data Scientist

🗂 Category: DATA SCIENCE

🕒 Date: 2025-02-03 | ⏱️ Read time: 7 min read

Advice from a Lead Data Scientist with 2 promotions in under 2 years

📌 How to Find Seasonality Patterns in Time Series

🗂 Category: DATA SCIENCE

🕒 Date: 2025-02-03 | ⏱️ Read time: 7 min read

Using Fourier Transform to detect seasonal components

📌 Deep Dive into WebSockets and Their Role in Client-Server Communication

🗂 Category:

🕒 Date: 2025-02-03 | ⏱️ Read time: 9 min read

How WebSockets work, its tradeoffs, and how to design a real time messaging app

📌 A Visual Guide to How Diffusion Models Work

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-02-06 | ⏱️ Read time: 26 min read

This article is aimed at those who want to understand exactly how diffusion models work,…

📌 Myths vs. Data: Does an Apple a Day Keep the Doctor Away?

🗂 Category: DATA SCIENCE

🕒 Date: 2025-02-05 | ⏱️ Read time: 10 min read

Introduction “Money can’t buy happiness.” “You can’t judge a book by its cover.” “An apple…

📌 Training Large Language Models: From TRPO to GRPO

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-02-05 | ⏱️ Read time: 10 min read

DeepSeek has recently made quite a buzz in the AI community, thanks to its impressive…

📌 Supercharge Your RAG with Multi-Agent Self-RAG

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-02-05 | ⏱️ Read time: 15 min read

Introduction Many of us might have tried to build a RAG application and noticed it…

📌 Awesome Plotly with code series (Part 9): To dot, to slope or to stack?

🗂 Category: DATA SCIENCE

🕒 Date: 2025-02-02 | ⏱️ Read time: 14 min read

Simple methods to replace cluttered bar charts with crisp, reader-friendly visuals.

📌 5 Essential Tips Learned from My Data Science Journey

🗂 Category: DATA SCIENCE

🕒 Date: 2025-02-02 | ⏱️ Read time: 7 min read

Personal reflections on my 10-year data odyssey

📌 How to Make a Data Science Portfolio That Stands Out

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-02-02 | ⏱️ Read time: 9 min read

Create a data science portfolio with Cloud-flare and HUGO

📌 Improving Agent Systems & AI Reasoning

🗂 Category:

🕒 Date: 2025-02-02 | ⏱️ Read time: 11 min read

DeepSeek-R1, OpenAI o1 & o3, Test-Time Compute Scaling, Model Post-Training and the Transition to Reasoning…

📌 The Cultural Backlash Against Generative AI

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-02-01 | ⏱️ Read time: 11 min read

What’s making many people resent generative AI, and what impact does that have on the…

📌 Sparse AutoEncoder: from Superposition to interpretable features

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-02-01 | ⏱️ Read time: 6 min read

Disentangle features in complex Neural Network with superpositions

📌 Injecting domain expertise into your AI system

🗂 Category: ENTREPRENEURSHIP

🕒 Date: 2025-02-01 | ⏱️ Read time: 18 min read

How to connect the dots between AI technology and real life

📌 DeepSeek V3: A New Contender in AI-Powered Data Science

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-02-01 | ⏱️ Read time: 12 min read

How DeepSeek’s budget-friendly AI model stacks up against ChatGPT, Claude, and Gemini in SQL, EDA,…

📌 Using LLamaIndex Workflow to Implement an Agent Handoff Feature Like OpenAI Swarm

🗂 Category:

🕒 Date: 2025-02-01 | ⏱️ Read time: 22 min read

Example: a customer service chatbot project

📌 Fine-tuning Multimodal Embedding Models

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-01-31 | ⏱️ Read time: 10 min read

Adapting CLIP to YouTube Data (with Python Code)

📌 Can Machines Dream? On the Creativity of Large Language Models

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-01-31 | ⏱️ Read time: 12 min read

Exploring the Role of Hallucinations, Dependencies, and Imagination in AI Creativity

📌 Inequality in Practice: E-commerce Portfolio Analysis

🗂 Category:

🕒 Date: 2025-01-31 | ⏱️ Read time: 36 min read

From Mathematical Theory to Actionable Insights: A 6-Year Shopify Case Study

📌 Align Your Data Architecture for Universal Data Supply

🗂 Category: DATA ENGINEERING

🕒 Date: 2025-01-31 | ⏱️ Read time: 17 min read

Follow me through the steps on how to evolve your architecture to align with your…