innernull / pypack Goto Github PK

Hi, I'm a machine learning engineer focusing/focused on multiple domains: 3.5 years NLP, 3.5 years recommender-system, 2 years quantitative finance, 0.5 years model-compression.

I have experience in machine learning, backend engineering and data engineering domains, following are the tech stacks I used before:

• Programming Languages: Python, C++, Java (Only for Data-Engineering), SQL, JavaScript, Shell, Rust (A Little)
• Frameworks, Libs or Tools: Pulsar, Milvus, gRPC, Spark, Hive, K8S, PyTorch, FAISS, Redis, Flask, TensorFlow (Long Time Ago)

Here is my projects index:

• Side Projects

  • PLM-ICD-multi-label-classifier: Reproduce paper PLM-ICD: Automatic ICD Coding with Pretrained Language Models
  • feather: A C++ feature-hash lib with Python binding provided.
  • osimhash: A Python binder over simhash C++ text deduplication lib.
  • pypack: Generates Python runtime tar.gz file (for PySpark) runnable on all python-version/os/platforms.

• Codes Reading

  • fastTextAnnotation: The very detailed code annotation for facebook fasttext lib.
  • hnswlibAnnotation: The very detailed code annotation for hnswlib.
  • finBERT: BERT for financial news sentiment classification.

• Self Using

  • quicmd: Some useful quickly execution commands.
  • config4: Some self-using configs, for now about tmux and vim.
  • wiki4codes: Some lib/framework/algorithms/models' trials recording, demos, examples, etc...