Skills

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Create Functional Apps

Develop back-end servers with Python, Flask, Node.js, Express.js, EJS
Use databases such as MongoDB, Firestore for persistent data storage
Host full-stack web applications online with scalability
Implemented user authentication with Firebase and databases, use providers such as Sign in with Google and more

Full-Stack Website Development

Create almost any type of web application, from simple to complex with different tech stacks and frameworks
Extensively developed web applications using Next.js, React, Bootstrap, TypeScript
Develop complex apps with complex file structures and abstraction using components, pages, and more
Next.js API routes, developing internal APIs, using other APIs
Used Bootstrap, SCSS, CSS, classes to implement complex design

Create and Train ML Models

Create, train, and test machine learning models to analyze data and make predictions using Python, TensorFlow, Keras, and other industry standard tools
Use Pandas, NumPy, Scikit-Learn, and other industry-standard tools to preprocess data and train models

Deploy and Serve ML Models

Deploy models to the cloud using AWS Sagemaker, Google Cloud, TensorFlow Serving, and TensorFlow.js
Serve models by making them accessible for inference using REST APIs, connecting them to a frontend

Use Recurrent Neural Networks, LSTMs, and GRUs

Use Recurrent Neural Networks (RNN), LSTM, GRU,and more to create generative AI (like ChatGPT)
Preprocess text using tokenization, text vectorization, and embeddings

Use Convolutional Neural Networks

Use Convolutions and Convolutional Neural Networks (ConvNets) in image classification, text classification, and more.