Technology Stack
Project Overview
Small Bytes is a web-based platform designed to demonstrate a custom-built data compression algorithm. Developed as part of an undergraduate coursework project, this initiative aimed to implement an efficient compression technique from scratch and deploy it in a cloud-based environment for real-time file compression. The platform allows users to upload files, compress/decompress them using the algorithm, and retrieve the compressed/decompressed output, showcasing both algorithmic efficiency and practical usability.
Objectives & Contributions
My Contributions
Compression Algorithm Design & Implementation
- Developed the core compression algorithm from scratch, focusing on optimizing data reduction while preserving accuracy.
- Ensured that the algorithm effectively handled various file types with minimal loss of information.
Backend Development
- Designed and implemented the server-side logic responsible for processing compression requests.
- Deployed the backend in a cloud-based environment, ensuring seamless scalability and high-performance execution.
File Handling
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Managed file upload, processing, and delivery between the client and the server.
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Implemented support for three different types of file encodings, ensuring compatibility across various file formats.
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Evaluated both time and space complexity to optimize execution speed and resource efficiency.
Collaborator’s Contributions
Frontend Development
- Designed and implemented an intuitive, responsive web-based interface to facilitate user interaction with the compression platform.
- Ensured seamless integration between the frontend and backend to provide a smooth user experience.
Brand Identity & UI/UX Design
- Created a cohesive brand identity, including logo design and branding elements.
- Utilized design tools like Figma to develop a visually appealing and user-friendly interface.
Algorithmic Analysis
- Conducted a comprehensive analysis of the algorithm’s performance using Big O, Big Θ, and Big Ω notations.
Conclusion
Small Bytes successfully demonstrated the feasibility of implementing a custom data compression algorithm in a real-world, cloud-based environment. By dividing responsibilities, I focused on algorithm design, analysis, backend development, and file handling, while my collaborator contributed to frontend development, branding, and UI/UX design. The project not only reinforced our technical and analytical skills but also provided hands-on experience in full-stack web development and collaborative problem-solving.