jreuben11 Goto Github PK

followers: 29.0 following: 236.0 repos: 329.0 gists: 12.0

Name: Josh Reuben

Type: User

Company: @jreuben1

Bio: INTERESTS: AI, TensorFlow/JAX DRL+Transformers, Rust, Julia, GraalVM, LLVM, NVidia, CNCF, Program Synthesis, 3D-QSAR

Twitter: jreuben1

Location: Israel

Hi there 👋

my CV

my 2024 study plan

Month	focus
Jan - Feb:	Blender python, CUDA
March - April (passover break):	Intermediate Rust - Bindgen, Rustonomicon, RataTUI, CXX, Tokio, PyO3, WASM, Data Structures and Algorithms
May:	VSCode Internals, Jupyter Internals, SIMD AVX
June:	Graph Representational Learning
July:	Wikimedia, semantic grammers, Spacy
Aug:	some linux internals - LXC, systemd, boot process
Sept:	modern webdev - Svelte, Deno, React-Three-Fiber
Oct:	JAX NumPyro, Scipy
Nov:	C++ CGAL
Dec:	LLVM / MLIR

Skills

Engineering Leadership:

Team management, planning, mentoring & training, code-review, remote outsource coordination

Artificial Intelligence:

Deep Learning: Transformers, Reinforcement Learning, Math foundations, MLOps pipelines, GenAI
SDKs: JAX, TensorFlow, HuggingFace, LangChain, Ray + RLLib
GOFAI / Algorithms: Search, Planning, Probabilistic Logic, Semantic MediaWiki / SparQL, Spacy NLP, SKLearn classic ML, Causality / Bayesian Inference
Misc: AGI + Philosophy, Mathematics, Program Synthesis, Protein Structural Bioinformatics

Currently self-learning:

Advanced AI + Mathematics: Graph Neural Nets, Numerical Methods, Monte Carlo Sampling, Stochastic Calculus, Numpyro, Differential Geometry, NeRFs, Tensorflow Lite, MediaPipe, JAX ecosystem
Rust (intermediate level): unsafe / FFI, Bindgen, RataTUI, WASM, Py03, Tokio, CXX, Algorithms, Macros
CUDA + NVidia SDKs: Triton, TensorRT-LLM, NeMo, DeepStream, Isaac
Compilers: LLVM, MLIR, OpenXLA
3D: Vulkan, Blender API, WebGPU, glTF, Omniverse
Internals: Linux, VSCode, Jupyter, CPython, eBPF, ELF dissasembly, AVX SIMD, GTK, Wayland

Architectural Technologies:

WebDev FullStack: TypeScript, React, Redux, NextJs, Deno, CSS, WebPack, Apollo + GraphQL
Modern C++: CMake, HPC {MPI, OpenMP}, JNI + NDK, Qt, JVM project Panama FFM, Cython
Distributed Systems + DBs: Scala + Akka, Iceberg + Trino, Neo4J, PostgresSQL, Redis, Kafka, gRPC, Streaming
Google Cloud: BigQuery, DataFlow (Beam), GKE, VertexAI
Data Science Stack: KubeFlow, Numpy/Scipy, Dask, RAPIDS, Milvus (VectorDB), Pandas, NetworkX, MatplotLib, FastAPI, SqlAlchemy, Poetry, PyEnv
Kubernetes DevOps Ecosystem: Linux + Bash, Docker, GitHub + CI/CD, Istio, Knative, Tekton, Prometheus, Kyverno, Helm, Operators
Data Visualization: WebGL / ThreeJs, SVG, Metabase, Dash / Plotly

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Josh Reuben's Projects

3d-shape-analysis-paper-list

A list of recent papers, libraries and datasets about 3D shape/scene analysis (by topics, updating).

42_cheatsheet

A comprehensive guide to 50 years of evolution of strict C programming, a tribute to Dennis Ritchie's language

accelerated-quant-finance

Quantitative finance example applications on GPUs using portable programming models.

actix

Actor framework for Rust

aeron

Efficient reliable UDP unicast, UDP multicast, and IPC message transport

ai-programmer

Using artificial intelligence and genetic algorithms to automatically write programs. Tutorial: http://www.primaryobjects.com/cms/article149

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

aiohttp

Async http client/server framework (asyncio)

akka-http-fun

algorithms-rust

Algorithms implemented in Rust, explained.

algorithms-slides

A collection of algorithms and data structures

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4

angular2-fun

antlr-fun

antlr4

ANTLR (ANother Tool for Language Recognition) is a powerful parser generator for reading, processing, executing, or translating structured text or binary files.

applied-dl-2018

Tel-Aviv Deep Learning Boot-camp: 12 Applied Deep Learning Labs

arm-cmake-toolchains

CMake toolchain configurations for ARM

armnn

Arm NN ML software

artificialneuralnet

assembly_101

awesome

:sunglasses: Curated list of awesome lists

awesome-3d-gaussian-splatting

Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months.

awesome-blockchain-rust

Collect libraries and packages about blockchain/cryptography in Rust

awesome-c

Continuing the development of awesome-c list on GitHub

awesome-clang

Useful resources and samples for using Clang-related tools, or for building stuff on top of Clang.

awesome-cmake

A curated list of awesome CMake resources, scripts, modules, examples and others.

awesome-compbio-chatgpt

An awesome repository of community-curated applications of ChatGPT and other LLMs im computational biology

awesome-compilers

:sunglasses: Curated list of awesome resources on Compilers, Interpreters and Runtimes.

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-cpp

A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.