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

📖 Heuristics for effective management

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

Implementations and examples of common offline policy evaluation methods in Python.

Cloud Infrastructure as data in PostgreSQL

A lightweight contextual bandit & reinforcement learning library designed to be used in production Python services.

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Autoscalable Programming Language

Fast Python Collaborative Filtering for Implicit Feedback Datasets

A scikit-learn compatible neural network library that wraps PyTorch

High speed mini-batch data reading & preprocessing from BigQuery.

Low-code framework for building custom LLMs, neural networks, and other AI models

Minimal PyTorch DQN Implementation

Author's PyTorch implementation of BCQ for continuous and discrete actions

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

Caffe2 is a lightweight, modular, and scalable deep learning framework.

Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"

A toolkit for developing and comparing reinforcement learning algorithms.

Open-Source Messaging App

A flask template with Bootstrap, asset bundling+minification with webpack, starter templates, and registration/authentication. For use with cookiecutter.

🌏 Python Geocoder

Recipes for using Python's pandas library