predict patient length of stay (LOS) using Snowflake on AWS and Python

predict loan eligibility for a Bank using Python, SQL, and Google Cloud Platform (GCP)

a customer churn prediction model using ensemble techniques to forecast account - closures for a bank

cell instance segmentation using TensorFlow and PyTorch

designed to help users in their interview by providing live transcriptions and generating contextually relevant responses.

Config files for my GitHub profile.

Ocular diagnosis image analysis by UNet segmentation using TensorFlow

an AI-powered call center automation system leveraging OpenAI GPT for intelligent conversation management and Whisper APIs for speech-to-text conversion

a multi-agent customer support application that integrates LLMs with databases, PDF knowledge bases, and audio agents to provide intelligent, context-aware responses

a resume screening system utilizing OpenAI GPT-3.5 and Google Gemini for natural language understanding and evaluation

a video summarization and quiz generation tool leveraging advanced LLMs like Mixtral and Whisper to extract key concepts from educational videos

an automated metadata generation system using Llama2 and Retrieval-Augmented Generation (RAG) techniques to streamline metadata creation processes

a Streamlit-based chatbot that integrates LangChain and OpenAI GPT-4, enabling natural language queries for real-time interaction with a SQL database

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 …

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 t…

an end-to-end machine learning pipeline to predict truck delays, addressing critical logistics challenges

detecting cracks in WRB and Seam Taping using PyTorch, improving defect detection capabilities

detection and tracking of soccer players and balls, increasing the accuracy of real-time sports analytics

virtual try-on using PyTorch, providing a seamless user experience for online shoppers

real-time digital image detail enhancement algorithms for digital cameras, improving image clarity and sharpness.

Sanhyew Ng's Notebooks on Python Programming, Data Science, ML-DL, Web and so on