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alpha-zero-general's Introduction

Hi there ๐Ÿ‘‹

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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alpha-zero-general's People

Contributors

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Watchers

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