Archive - MLWhiz | AI Unwrapped

Traditional RAG Is Dead. Long Live Graph RAG

From Scattered Facts to Connected Intelligence

Jul 1 •

June 2025

How to Crack FAANG Coding Interviews?

The pattern-based approach that transforms coding interviews from impossible puzzles into recognizable problems

Jun 20 •

Did Apple Just Burst the AI Reasoning Bubble? I don't think so

A shallow dive into Apple's latest research that challenges everything we think we know about reasoning models

Jun 10 •

Fine-Tuning LLMs: Your Guide to PEFT, QDoRA, and Other Nifty Tricks

GenAI Series Part 5: Mastering Parameter-Efficient Fine-Tuning for Production Systems

Jun 8 •

May 2025

Building Production-Grade Agentic RAG: Intelligent Recommendation Engines with Agents

GenAI Series Part4: HyDE, Hybrid Retrieval, Re-ranking, and Multi-Agent Systems with LlamaIndex

May 26 •

Building RAG Applications From Scratch: The No-BS Guide for ML Engineers and Data Scientists

GenAI Series Part3 :Hands-On Code and Optimization Tips for Production Systems

May 16 •

GenAI Series: My Tryst with AI-Assisted "Vibe Coding"

Building a Web App from Idea to Deployment (And the Reality Check) - Process, Key Takeaways and The Job Market

May 5 •

April 2025

The Art and Science of Prompt Engineering: A Comprehensive Guide

GenAI Series Part2: Beyond Basic Queries: Advanced Methods to Unlock AI's Full Potential

Apr 16 •

A review of the Architectural Journey of LLMs: Key Milestones from 2017 to Present Day

Foundational Content -> Because, Knowing your History is Important

Apr 6 •

March 2025

The Action-Planning Paradox: Balancing Execution and Strategy in Tech

How I learned to harness my "bias toward action" while avoiding its pitfalls

Mar 13 •

GenAI 101 - How Generative AI is Rewriting the Rules for ML Engineers (And How to Adapt and get Started)

Some Thoughts and Approaches to get started in GenAI space

Mar 3 •

February 2025

Become a Machine Learning Engineer with these 10 resources

Enough for a ML MS Degree

Feb 28 •

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