Hi, I am John
I'm also a machine learning enthusiast who loves using my skills to solve problems and create impactful solutions. I'm always looking to improve and take on new challenges in the field of technology. ✨💻🚀
⇐ Swipe ⇒
Description:A retrieval-augmented generation (RAG) chatbot that revolutionizes the way you interact with documents. Upload a document in txt, pdf, or docx format, and engage in a question-and-answer session with our intelligent bot to efficiently extract the information you need.
Tech Stack:TypeScript | ChromaDB | LangChain | ReactJS | Material UI | Python
Project name:Custom Image Classifier
Description:This is an image classifier project that utilizes pre-trained models (VGG16 and Resnet18) to categorize images into various classes. The user can customize the model's architecture, learning rate, hidden units, training epochs, and choice of GPU for training via inputs when running the script.
Tech Stack:Python | PyTorch
Project name:Dog Image Classifier
Description:I built a dog breed classification model using Python and three pre-trained CNNs: VGG, ResNet, and AlexNet. The model achieved high accuracy on the test set and can accurately identify the breed of a dog from an image.
Description:The project demonstrates my ability to create a functional CRUD application that includes a server-side Node.js and TypeScript application and a client-side ReactJS and Bootstrap application.
Tech Stack:TypeScript | MongoDb | Node.js | ReactJS | Bootstrap