Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

book

Companion code for tutorials on the AssemblyAI YouTube channel

Refresher Material for DS ML Fundamental Concepts

All the ML algorithms, ML models are coded from scratch by pure Python/Numpy with the Math under the hood. It works well on CPU.

Implementation of basic ML algorithms from scratch in python...

Implementation of popular ML algorithms from scratch

Machine Learning algorithms implemented in Python from scratch

Machine Learning algorithm implementations from scratch.

Code for paper "G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment"

Spells for everyday living, also a book -- Models Demystified -- now available!

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…

This repository contains demos I made with the Transformers library by HuggingFace.

Python inventory optimization and simulation tools.

Repository for common AI use cases in supply chain, procurement

GenAI for Optimization and Decision Intelligence

Supply Chain Optimization with Python

Using advanced MIP decomposition techniques like Column Generation, Benders' Decomposition, Lagrangian Relaxation to solve CVRP and UFL with Gurobi (Python API) and CPLEX (C++ Concert Technology)

A project on using mathematical programming to solve multi-modal transportation cost minimization in goods delivery and supply chain management.

A collection of resources and papers on Diffusion Models

💡 Resources about Sign Language Processing (e.g., Sign Language Recognition / Translation / Production)

Official pytorch implementation of paper "RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution"

Real-time Recognition of german sign language (DGS) with MediaPipe

A computer vision based gesture detection system that automatically detects the number of fingers as a hand gesture and enables you to control simple button pressing games using you hand gestures.

WACV 2020 "Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison"

Dual-path Stimulation Network for Continuous Sign Language Recognition

Automatic recognition of SL structures in RGB videos