Project Overview:
We are developing a cutting-edge platform that leverages AI and ML technologies to create interactive and personalized digital experiences. Our goal is to offer a seamless and engaging experience for users while providing comprehensive analytics to brands. The project includes the development of innovative features such as customized recommendations, aiming to set new standards in the fashion-tech industry.
Key Responsibilities:
AI & ML Development: Design and implement advanced machine learning models to optimize user experience and data analytics.
Full-Stack Development: Develop and maintain scalable web applications, integrating frontend and backend components using Python, Django, and React.
AR/VR and CAD Integration: Work with augmented reality (AR) and CAD tools to develop interactive and immersive digital experiences.
API Integration: Implement and optimize RESTful APIs for seamless data exchange between various platform components.
Quality Assurance: Conduct thorough testing and debugging to ensure the stability and performance of the platform.
Innovation: Contribute innovative ideas and solutions to improve the platform and keep it at the forefront of technology.
Required Skills & Qualifications:
Proven Experience: 5+ years of experience in AI/ML development and full-stack engineering.
Technical Expertise: Proficiency in Python, Django, and React, with a strong understanding of AI frameworks such as TensorFlow, PyTorch3D, and Keras.
AR/VR and CAD Experience: Hands-on experience with augmented reality development and CAD tools for creating interactive user experiences.
Database Management: Experience with relational and NoSQL databases like PostgreSQL and MongoDB.
API Development: Strong skills in developing and integrating RESTful APIs.
Problem-Solving: Excellent analytical skills and the ability to tackle complex technical challenges with innovative solutions.
Communication Skills: Ability to effectively communicate technical concepts to non-technical stakeholders and collaborate within a diverse team.
Preferred Qualifications:
Experience in fashion technology or e-commerce platforms.
Knowledge of 3D modeling technologies and experience with tools like Blender or similar.
Familiarity with cloud platforms like AWS or Google Cloud for scalable deployment and data management.
This overview and skill set description reflect the essential requirements for developing and maintaining a high-tech fashion platform, ensuring both technical and experiential innovation.