Akshay Patel

Tech Stack

C++, Java, JavaScript, TypeScript, Python, React.js, Next.js, Node.js, Express, Redux Toolkit, GraphQL, MongoDB, MySQL, Postgres, Docker, Kubernetes, Git, Machine Learning, Pytorch

Projects

• Collaborative Whiteboard - Real-time collaborative drawing application with Next.js, Socket.io, ExpressJs and Node.
• Travel Blog - A full-stack web application that lets users create, edit, and manage personalized travel blogs with user authentication (signup/login) and secure session management.
• Content Based Movie Recommendation System - A Content Based Movie Recommendation with serialized model to seemless deploy and reuse the recommendation system in production envrionments.
• Automated Defect Detection System for Quality Assurance in Manufacturing - The project aims to automate defect detection in cell phone manufacturing using machine learning (ML) and deep learning (DL) models, adhering to the CRISP-DM framework.

Blogs

• Understanding Machine Learning Bias - Exploring the challenges of bias in machine learning models and strategies to mitigate them.
• Optimizing React Applications - Best practices for improving performance and efficiency in React apps.
• Introduction to Next.js for Full-Stack Development - A beginner-friendly guide to building full-stack applications with Next.js.