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Hi there 👋

  • 🔭 I am Zhang Jie (张 杰), a Senior Software Engineer at Roku 💜 Big Data Platform team, where I provide data infrastructure and data solutions both in large scale 🔵 real time streaming processing and data lake batch processing.

  • 🌱Tech Stack: Flink, Spark, Kafka, Kafka Connect, Presto, Iceberg, Hive, Hadoop, Airflow, Kubernetes, Docker, AWS Stack, DataDog, Jupyter Notebook, Superset, Looker.

Real Time Streaming Processing ✅

Lead a Flink & Kubenetes powered real time streaming platform which provides capabilities to build Flink streaming applications and run them on Kubernetes clusters seamlessly. Onboarded other engineering teams and promoted best streaming practices.

Data Lake Batch Processing ✅

Built and maintained a Spark & Hive & S3 & Airflow based data lake, architected and implemented distributed data ingestion and processing pipelines.

Zhang Jie 张 杰's Projects

build-elasticsearch-index icon build-elasticsearch-index

Build an Elasticsearch index with Python APIs on AWS EC2. Search the Elasticsearch index with appropriate queries.

hudi icon hudi

Upserts, Deletes And Incremental Processing on Big Data.

image-classification-rnn icon image-classification-rnn

Classify MNIST image dataset into 10 classes. Build an image classifier with Recurrent Neural Network (RNN: LSTM) on Tensorflow.

kaggle icon kaggle

Build machine learning and deep learning models on Kaggle.

machine-learning icon machine-learning

:earth_americas: machine learning algorithms tutorials (mainly in Python3)

ml-from-scratch icon ml-from-scratch

Bare bones Python implementations of various Machine Learning models and algorithms.

multi-class-text-classification-cnn icon multi-class-text-classification-cnn

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

presto icon presto

Home of the community managed version of Presto, the distributed SQL query engine for big data, under the auspices of the Presto Software Foundation.

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