Sanhyew Ng's Projects
an automated metadata generation system using Llama2 and Retrieval-Augmented Generation (RAG) techniques to streamline metadata creation processes
an AI-powered call center automation system leveraging OpenAI GPT for intelligent conversation management and Whisper APIs for speech-to-text conversion
a Streamlit-based chatbot that integrates LangChain and OpenAI GPT-4, enabling natural language queries for real-time interaction with a SQL database
detecting cracks in WRB and Seam Taping using PyTorch, improving defect detection capabilities
a customer churn prediction model using ensemble techniques to forecast account - closures for a bank
a multi-agent customer support application that integrates LLMs with databases, PDF knowledge bases, and audio agents to provide intelligent, context-aware responses
real-time digital image detail enhancement algorithms for digital cameras, improving image clarity and sharpness.
a knowledge-grounded chatbot utilizing large language models (LLMs) and fine-tuning techniques for an end-to-end application. included prompt engineering, Retrieval-Augmented Generation (RAG), and the application of Reinforcement Learning from Human Feedback (RLHF) to enhance chatbot performance.
a Live Conversation Assistant desktop application using OpenAI GPT for natural language understanding and Whisper for speech-to-text capabilities
predict loan eligibility for a Bank using Python, SQL, and Google Cloud Platform (GCP)
cell instance segmentation using TensorFlow and PyTorch
Sanhyew Ng's Notebooks on Python Programming, Data Science, ML-DL, Web and so on
Ocular diagnosis image analysis by UNet segmentation using TensorFlow
predict patient length of stay (LOS) using Snowflake on AWS and Python
a highly interactive AI-powered professional assistants chatting app integrating speech-to-text (STT) with OpenAI Whisper, language understanding and processing via ChatCompletion (LLM) APIs, and text-to-speech (TTS) using ElevenLabs.
a resume screening system utilizing OpenAI GPT-3.5 and Google Gemini for natural language understanding and evaluation
Config files for my GitHub profile.
detection and tracking of soccer players and balls, increasing the accuracy of real-time sports analytics
an end-to-end machine learning pipeline to predict truck delays, addressing critical logistics challenges
a video summarization and quiz generation tool leveraging advanced LLMs like Mixtral and Whisper to extract key concepts from educational videos
virtual try-on using PyTorch, providing a seamless user experience for online shoppers
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent