Alireza Dirafzoon

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

Practical system design, tools, and hands-on resources for building Gen-AI agents & agentic AI systems.

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

Dive into the Foundations of LLMs, System Design Strategies, and the Latest Tools & Updates in Generative AI.

A booklet on machine learning systems design with exercises

Summarize and collect into a DB a collection of LeetCode problems (Description, Solutions, Code, Analysis)

An Introduction to Large Language Models (LLMs) and their System Design (By Ex-Meta & Samsung AI)

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

PyTorch Tutorial for Deep Learning Researchers

All Algorithms implemented in Python

Full Stack Web Development Bootcamp

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

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This is a repository of my code snippets used in my music production journey.

A curated list of awesome Machine Learning frameworks, libraries and software.

VIP cheatsheets for Stanford's CS 230 Deep Learning

Follow along with my AI Agents Masterclass videos! All of the code I create and use in this series on YouTube will be here for you to use and even build on top of!

Master programming by recreating your favorite technologies from scratch.

Examples and guides for using the OpenAI API

A very simple framework for state-of-the-art Natural Language Processing (NLP)

Repo for the Deep Learning Nanodegree Foundations program.

A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.

All source code for back-end projects from the Web Developer Bootcamp

Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.

🦄 State-of-the-Art Conversational AI with Transfer Learning

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

A lightweight, powerful framework for multi-agent workflows

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Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

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Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

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Caffe: a fast open framework for deep learning.

Computation using data flow graphs for scalable machine learning

Oxford Deep NLP 2017 course

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

AI-powered job search system built on Claude Code. 14 skill modes, Go dashboard, PDF generation, batch processing.

Agent Zero AI framework

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Demo of a customer service use case implemented with the OpenAI Agents SDK

Agno is a lightweight library for building Agents with memory, knowledge, tools and reasoning.

TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.

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Repository for Meta Chameleon a mixed-modal early-fusion foundation model from FAIR.

Free, open-source tools for Ambisonic 3D panning within Max for Live 10+

Topic Modelling for Humans

A TensorFlow implementation of Baidu's DeepSpeech architecture

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A Configurable Recommender Systems Simulation Platform

:mag: A helpful checklist / collection of Search Engine Optimization (SEO) tips and techniques.

Streamlit — The fastest way to build custom ML tools

Summary of deep learning models for dialog systems (Tiancheng Zhao LTI, CMU)

Over 175 terminal color schemes/themes for iTerm/iTerm2 (with ports to Terminal, Konsole, PuTTY, Xresources, XRDB, Remina, Termite, XFCE, Tilda, and Terminator)

An open-source NLP research library, built on PyTorch.

Papers from the computer science community to read and discuss.

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

Implementation of WaveNet network based on Tensorflow.

End-to-End Speech Processing Toolkit

Deep RL - teach a quadcopter to fly!

Attempt at tracking states of the arts and recent results (bibliography) on speech recognition.

Deep Learning and deep reinforcement learning research papers and some codes

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Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow

AIND Term 2 -- Lesson on Convolutional Neural Networks

KenLM: Faster and Smaller Language Model Queries

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My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot

TensorFlow Neural Machine Translation Tutorial

The most cited deep learning papers

🎙Speech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks

My solutions to the coursera Princeton Algorithms MOOC

A modified version of https://github.com/tensorflow/tensorflow/tree/master/tensorflow/examples/android

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TensorFlow - A curated list of dedicated resources http://tensorflow.org

This repository provides software to our publication "Real-Time Intensity-Image Reconstruction for Event Cameras Using Manifold Regularisation", BMVC 2016

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities