1. Model Development
Design, develop, and implement/convert AI models for various business applications.
2. Data Preprocessing
Clean, preprocess, and transform data into formats suitable for AI model training.
3. Algorithm Optimization
Evaluation, tuning and improve the performance of AI models in terms of accuracy, speed, and scalability, to achieve optimal results.
4. Integration and Deployment
Integrate AI models into production systems and ensure smooth deployment to customer's environments.
5. Documentation & Maintainance
Document AI stuff(processes/algorithms/results) for sharing and maintain commitments of projects.
Role Description:
The IDSP Algorithm Development Engineer is responsible to develop image processing algorithm. This role focuses on researching, designing, and implementing advanced image processing algorithms for various imaging applications. The ideal candidate will have a strong background in digital signal processing, computer vision, and algorithm development.
Key responsibilities:
• Design and develop innovative image processing algorithms for various imaging applications.
• Optimize algorithms for performance, memory usage, and power efficiency
• Create and maintain technical documentation for algorithms and implementations
• Collaborate with cross-functional teams to integrate algorithms into production systems
• Analyze and improve existing image processing pipelines
• Conduct performance analysis and optimization of implemented algorithms
• Develop proof-of-concept prototypes to validate new approaches