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: | Rust Leptos, Rust Macros, Zero to Production in Rust |
| June: | Rust Bevy, NeoVim, I3, Kitty |
| July: | EBPF, Aya, DataFusion, Polars |
| Aug: | SIMD |
| Sept: | C++ refresher, CMake |
| Oct: | JAX NumPyro, Scipy |
| Nov: | C++ CGAL |
| Dec: | LLVM / MLIR |
- Team management, planning, mentoring & training, code-review, remote outsource coordination
- 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
- 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
- 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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