Posts

2026  10

September  7

Embeddings: Representation Layer of AI

September 19, 2026 · 16 min · Abdullah Al Mamun

What You Must Know About NLP/LLM

September 18, 2026 · 32 min · Abdullah Al Mamun

Every ML Model You Must Know

September 17, 2026 · 21 min · Abdullah Al Mamun

Understand the Metrics Before You Build the Model

September 16, 2026 · 16 min · Abdullah Al Mamun

All About Optimization: From Gradient Descent to Muon

September 15, 2026 · 23 min · Abdullah Al Mamun

Every Activation Function You Need to Know

September 11, 2026 · 14 min · Abdullah Al Mamun

Every Loss Function You Must Know as an ML Engineer

September 10, 2026 · 25 min · Abdullah Al Mamun

August  1

Python DSA Cheatsheet For Coding Interview

August 25, 2026 · 8 min · Abdullah Al Mamun

June  2

The Biggest Gap in Agentic AI: Multi-Agent Evaluation

June 12, 2026 · 4 min · Abdullah Al Mamun

The Missing Layer in Agentic AI: Why Evaluation Is the Next Enterprise Platform

June 9, 2026 · 18 min · Abdullah Al Mamun

2025  3

March  3

The Evaluation of RecSys, Part 3: The Deep Learning Era (NCF, Wide & Deep, DeepFM, DIN, DLRM, AdaTT)

March 12, 2025 · 11 min · Abdullah Al Mamun

The Evaluation of RecSys, Part 2: Factorization Machines and XGBoost

March 11, 2025 · 8 min · Abdullah Al Mamun

The Evaluation of RecSys, Part 1: From Content-Based Filtering to Matrix Factorization

March 1, 2025 · 6 min · Abdullah Al Mamun