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SanhyewNg/README.md

Full-stack AI Engineer

Skills

  • AI Technologies:
    • Deep Learning (DL)
    • Machine Learning (ML)
    • Large Language Model (LLM)
  • AI Applications:
    • Computer Vision (CV)
    • Business Intelligence (BI)
    • Natural Language Processing (NLP)
  • AI Development: PyTorch, TensorFlow
  • Cloud Engineering: AWS, GCP, Azure
  • Big Data Technologies: Spark, Kafka
  • Backend Development: FastAPI, Flask, Node
  • Database Management: MongoDB, MySQL, PostgreSQL
  • Frontend Development: React, Next, TailwindCSS, HeadlessUI
  • Programming Languages: Python, SQL, C++, Typescript, Javascript

Projects

A. Computer Vision Projects

  • Digital Image Detail Enhancement (May 2014 - March 2017) GitHub
  • Ocular Diagnosis Image Analysis (September 2021 - June 2022) GitHub
  • Microscopy 3D Image Analysis (October 2021 - June 2022) GitHub
  • Virtual Try-On Engine (November 2021 - December 2021) GitHub
  • Soccer Juggling Counter (January 2022- March 2022) GitHub
  • Crack Detection (May 2024 - July 2024) GitHub

B. Business Intelligence Projects

  • Customer Churn Prediction (February 2023 - March 2023) GitHub
  • Loan Eligibility Prediction (March 2023 - April 2023) GitHub
  • Patient Length-of-Stay Prediction (April 2023 - June 2023) GitHub
  • Truck Delay Prediction (April 2023 - June 2023) GitHub
  • Stellar Auto Trading(August 2024 - September 2024) Github

C. LLM-Based AI Projects

  • Personal Assistance App (June 2023 - October 2023) GitHub Website API Doc
  • Knowledge-Grounded Chatbot (November 2023 - March 2024) GitHub
  • Chatbot with SQL Data Analysis (December 2023 - January 2024) GitHub
  • Automated Metadata Generation (January 2024 - February 2024) GitHub
  • Video Summarization and Quiz Generation (February 2024 - March 2024) GitHub
  • Live Interview Assistant (March 2024 - April 2024) GitHub
  • Resume Analysis and Tailoring System (April 2024 - May 2024) GitHub Streamlit App
  • Resume Screening System (April 2024 - May 2024) GitHub
  • Customer Support System (May 2024 - June 2024) GitHub
  • Call Center Automation (June 2024 - July 2024) GitHub

Learning Notebooks

  • Python Programming Notebook Github
  • Data Science with Python Notebook Github
  • Deep Learning with PyTorch Notebook Github
  • Databricks Data Engineer Associate Prep Github
  • ByteByteGo Newsletters Collection Github

Pinned Loading

  1. Microscopy-3D-Image-Analysis Microscopy-3D-Image-Analysis Public

    cell instance segmentation using TensorFlow and PyTorch

    Jupyter Notebook

  2. Ocular-Diagnosis-Image-Analysis Ocular-Diagnosis-Image-Analysis Public

    Ocular diagnosis image analysis by UNet segmentation using TensorFlow

    Python