Independent Science + Technology

Author: Fareed Khan

Building an Advanced Agentic RAG Pipeline that Mimics a Human Thought Process

Post date September 16, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Detecting Potential Outliers in Text Data Through a Semantic AI Pipeline

Post date September 12, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Detecting Potential Outliers in Text Data Through a Semantic AI Pipeline

Post date September 12, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Creating a Complete Evaluation Lifecycle to Build High-Confidence AI Agents

Post date September 10, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Building a Deep Thinking Trading System with Multi-Agentic Architecture

Post date September 5, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Optimizing RAG with the Smarter Indexing RAPTOR Pipeline

Post date September 3, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Building Three Pipelines to Select the Right LLMs for RAG, Multi-Agent Systems, and Vision

Post date August 22, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Building a Temporal AI Agent to Optimize Evolving Knowledge Bases in Modern RAG Systems

Post date August 15, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Resolving 26 Git Workflow Challenges Every Dev Team Faces

Post date August 13, 2025
Post author By Fareed Khan
Post categories In ai, data-science, github, programming, software-development

Building the Entire RAG Ecosystem and Optimizing Every Component

Post date August 11, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Building Qwen-3 MoE from Scratch Without OOP in Python

Post date August 6, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Improving LangChain Knowledge Graph Extraction with BAML Fuzzy Parsing

Post date August 4, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Implementing 12 AI Agent Evaluation Techniques Using LangSmith

Post date July 31, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Optimizing LangChain AI Agents with Contextual Engineering

Post date July 25, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Optimizing LangChain AI Agents with Contextual Engineering

Post date July 25, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Building an AI Agent to Play a 3D FPS Game Using Ursina, DeepSeek, and Mistral

Post date July 16, 2025
Post author By Fareed Khan
Post categories In ai, ai-agent, artificial-intelligence, data-science, python

Building a High-Performance Parallel LLM Pipeline Using Weight Optimization, KV Cache, SDPA, and…

Post date July 7, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Building a Complex, Production-Ready RAG System with LangChain, LangGraph, and RAGAS

Post date July 2, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, coding, data-science, python

Building Google Veo 3 from Scratch Using Python

Post date June 18, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

How to Design Large-Scale AI Systems

Post date June 4, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, programming

Building a Multi-Agent AI System with LangGraph and LangSmith

Post date June 1, 2025
Post author By Fareed Khan
Post categories In ai, ai-agent, artificial-intelligence, data-science, python

Creating a 2M Parameter Thinking LLM (like o3 & DeepSeek-R1) from Scratch Using Python

Post date May 19, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Testing 17 Prompt Engineering Techniques on 1B Parameter LLM

Post date May 13, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, prompt-engineering

Creating the Best RAG Finder Pipeline for Your Dataset

Post date April 30, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Converting Unstructured Data into a Knowledge Graph Using an End-to-End Pipeline

Post date April 17, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, deep-learning, machine-learning, python

Building LLaMA 4 from Scratch with Python

Post date April 15, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Building a GPT-4o Like Multi-Modal from Scratch Using Python

Post date April 7, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, programming, python

Loading Unquantized 70B LLM Across Friends Laptops

Post date April 1, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Maximizing Simple RAG Performance Using RL in Python

Post date March 20, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

8 Algorithms to Boost AI Content

Post date March 17, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, ｍedium, writing

Testing 18 RAG Techniques to Find the Best

Post date March 12, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Building a Perfect Million Parameter LLM Like ChatGPT in Python

Post date March 5, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

A Punctuation That Tells If AI Wrote That Text

Post date March 3, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, technology, writing

Creating an AI Agent That Uses a Computer Like People Do

Post date February 24, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Building DeepSeek R1 from Scratch Using Python

Post date February 17, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Drawing DeepSeek R1 Architecture and Training Process from Scratch

Post date February 6, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, deepseek, machine-learning

Coding the Brain of an LLM to See How It Thinks

Post date February 4, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

Building a Tiny Text to Video Model from Scratch Using Python

Post date January 31, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, coding, data-science, python

Building an Infinite AI Debug Loop Until Your Code Runs Perfectly

Post date January 24, 2025
Post author By Fareed Khan
Post categories In artificial-intelligence, data-science, programming, python, technology

Building a 2 Billion Parameter LLM from Scratch Using Python

Post date January 15, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, data-science, machine-learning, python

My AI Pipeline for Solving the No Training Data Problem

Post date January 7, 2025
Post author By Fareed Khan
Post categories In ai, artificial-intelligence, computer-vision, data-science, python

Building an AI Text-to-Video Model from Scratch Using Python

Post date June 13, 2024
Post author By Fareed Khan
Post categories In artificial-intelligence, data-science, deep-learning, machine-learning, python

Nothing left to load.