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pengwingokla/README.md

UYEN NGUYEN... or call me Chloe ‧₊˚🎧⊹♡ ₊˚🎐

Applied AI Engineer building production multi-agent systems

stack = {
    "agents": ["LangGraph", "Google ADK", "MCP", "LangChain"],
    "ml": ["PyTorch", "Tensorflow", "MLFLow", "HuggingFace", "Vertex AI", "scikit-learn"],
    "data": ["dbt", "BigQuery", "Spark", "Pandas", "Tableau"],
    "infra": ["GCP", "AWS", "Airflow", "Docker", "Snowflake", "Elasticsearch"]
}

Recent work

  • Multi-agent system for research-backed market insights
  • E-ZPass fraud detection system
  • RAG Agentic-based Knowledge Graph Contruction

After hours

When I'm not coding, I'm learning astrology and how to read birth charts, or probably whisking matcha.. ୧ ‧₊˚ 🍵 ⋅

--

M.S. Computational Data Science @ NJIT | Open to opportunities

Pinned Loading

  1. MetaAI-SAM-satellite-imagery-segmentation MetaAI-SAM-satellite-imagery-segmentation Public

    Proudest Computer Vision Projects

    Jupyter Notebook 4

  2. Parallel-Detector-with-Amazon-SQS-and-Rekognition Parallel-Detector-with-Amazon-SQS-and-Rekognition Public

    This project uses AWS to process images in parallel. Instance A detects cars in S3 images using Rekognition and sends image indexes to an SQS queue. Instance B reads the indexes, downloads the imag…

    Java 1

  3. MPI-CUDA-Video-Parallel-Processor MPI-CUDA-Video-Parallel-Processor Public

    A parallel computing project that demonstrates distributed GPU-accelerated video processing. It combines MPI for task distribution across multiple processes with CUDA for GPU acceleration to proces…

    C++ 2

  4. IPEDS-Ed-Analytics-Dashboard IPEDS-Ed-Analytics-Dashboard Public

    A Streamlit interactive dashboard that analyzes U.S. higher education data from the Department of Education's IPEDS. The dashboard provides comprehensive visualizations of university enrollment tre…

    Jupyter Notebook 1

  5. Spark-Wine-Predictor Spark-Wine-Predictor Public

    This project builds a parallel ML app to predict wine quality using Apache Spark's MLlib on AWS. It involves training on 4 EC2 instances, validating and optimizing the model, and testing its F1 sco…

    Scala

  6. toxic-comment-classification toxic-comment-classification Public

    This project focuses on building a machine learning pipeline to classify toxic comments in online platforms. Leveraging natural language processing (NLP) techniques, the model identifies various ty…

    Jupyter Notebook