Sanhyew Ng

• 👋 Hi, I’m @SanhyewNg.
• 👀 I’m interested in ...
• 🌱 I’m currently learning ...
• 💞️ I’m looking to collaborate on ...
• 📫 How to reach me: Email me [email protected] or contact on Skype.
• 😄 Pronouns: he/him
• ⚡ Fun fact: ...

Proficiency

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

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Apps

• AI-powered Personal Assistance App (June 2023 - October 2023) GitHub App API
• Resume Analysis and Tailoring System (April 2024 - May 2024) GitHub
• Live Interview Assistant (March 2024 - April 2024) GitHub

AI Projects History

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

• 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
• 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

• Learning Python Programming
• Learning FastAPI
• Learning React
• Learning Databricks
• Learning System Design
• Learning Data Science with Python
• Learning Deep Learning with PyTorch