Farooq A. Khan

Machine Learning & Software Engineer

Machine Learning Engineer interested in

Artificial Intelligence

Machine Learning, Reinforcement Learning, NLP, MLOps.

Software Engineering

Prompt Egineering, Backend Development, Rust, Python, Graph Database, Scalable Model Deployment.

Functional Programming

Category Thoery, Elm Programming, Haskell.

Mathematics

Fourier Analysis, Linear Albegra, Statistics, Graph Thoery.

Blog Highlights

Term Frequency-Inverse Document Frequency

In this tutorial we will look at what TF and IDF are and how they can be use to process text data for Machine learning.

Large Scale Vector Comparison

In this post, we will look at the quora qna dataset and aim to encode and compare all question pairs. The purpose of is to look at a real dataset.

Comparing Vectors with Cosine Simlarity Function

This tutorial will focus on the math behind text vector similarity using numpy, pytorch, and stentence-transformers libraries in python.

Personal Projects

Custom Tech Stack

Full Stack web app development with: Python FastApi, Tailwindcss, and Vite.

Garbage Classification with CNN

Efficient Net finetuned on Classifying different types of Garbage.

Haiku Generator

SPA app designed to generate Haiku's with LLM

D3Js Reference Tutorial

Web app to reference D3 library and its many features.

My Sonfigy

A full-stack application built to be a user-friendly front-end interface with a robust back-end architecture with feature like playlist create and user authentication.

Chat App

A Chat application built with elm, expressjs, and websockets.

Twitch Python Discord Bot

Discord bot built with Python.

Rust Tauri App

Experimental app designed to test the features offered by Tauri library.