Position: ML Engineer
Location: Remote
Type: Full-Time
Experience Level: Mid to Senior Level
Salary: Competitive
📚 About Debook:
Debook is revolutionizing the way books are published, read, and shared. Our platform is designed to bring together authors and readers in a dynamic, community-driven environment. As an ML Engineer, you will work on cutting-edge projects, particularly focusing on real-time image segmentation and diverse machine learning implementations for mobile applications, driving the success of our next-generation solutions.
✏️ Responsibilities:
- Develop real-time image segmentation features for mobile applications, specifically targeting selfies in video streams.
- Implement advanced machine learning algorithms, with a particular focus on collaborative filtering and content-based recommendation systems.
- Use TensorFlow or ML Kit to design and implement machine learning models optimized for mobile devices.
- Process and analyze large datasets using Python, leveraging frameworks such as Apache Kafka to handle high volumes of streaming data.
- Build native mobile modules using Java/Kotlin for Android and Swift for iOS, to be consumed in a React Native environment.
- Collaborate with mobile developers to ensure smooth integration of machine learning components into React Native.
- Optimize mobile app performance, ensuring efficient use of CPU and GPU resources.
- Design and develop scalable APIs using REST for communication between the mobile app and back-end services.
- Ensure seamless integration of AWS services, optimizing machine learning workflows and data processing pipelines.