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  • UC Berkeley
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@UCB-w261

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tchken/README.md

T.C. Han

Machine Learning Engineer — RecSys · Retrieval & Ranking · Deep Learning · LLM/GenAI

Building large-scale recommendation systems and production ML platforms. Full lifecycle from embeddings and retrieval to real-time serving and MLOps.

Languages

Python, SQL, R, Shell, JavaScript

ML & DL

PyTorch, TensorFlow, Keras, scikit-learn, Hugging Face, NumPy, Pandas

ML Systems & Infra

MLflow, Kedro, dbt, Terraform, Spark, Docker

Cloud

AWS, GCP

Pinned Loading

  1. Berkeley-Data/hpt Berkeley-Data/hpt Public

    Jupyter Notebook 2 3

  2. Cloud-Dataflow-Batch-Processing Cloud-Dataflow-Batch-Processing Public

    ETL - A Project demonstrates Batch Processing with Google Cloud Dataflow and BigQuery

    Python 2

  3. NLP-Final-Project-2020 NLP-Final-Project-2020 Public

    Forked from NLP-Final-Project-2020/NLP-Final-Project-2020

    NLP-Final-Project-2020

    Jupyter Notebook

  4. bert bert Public

    Forked from google-research/bert

    TensorFlow code and pre-trained models for BERT

    Python 1