Job Description
We are seeking a highly skilled Consultant with deep expertise in software architecture, image analysis, image pattern recognition, and AI/ML for real-time image augmentation. This is a strategic role where you will provide technical leadership and guidance to design and implement cutting-edge solutions that leverage artificial intelligence and machine learning for advanced image processing applications. You will work on real-time systems, providing innovative solutions.
Key Responsibilities:
-
Software Architecture & Design:
- Lead the design and architecture of software solutions focused on image analysis, ensuring scalability, performance, and integration with existing systems.
- Collaborate with cross-functional teams to align architecture with project goals and business objectives.
- Define and document architectural frameworks and best practices for image processing systems.
-
Image Pattern Recognition:
- Develop and implement algorithms for identifying and analyzing patterns in images, including object recognition, feature extraction, and classification.
- Apply computer vision techniques to solve complex image-related challenges across various domains.
-
AI/ML for Image Analysis:
- Design and develop AI/ML models tailored for image processing, utilizing deep learning, computer vision, and neural networks (such as CNNs, RNNs, etc.).
- Train and optimize models for tasks such as image classification, segmentation, and anomaly detection.
- Stay updated on emerging AI/ML techniques and apply them to improve image analysis workflows.
-
Real-Time Image Augmentation:
- Develop solutions for real-time image augmentation, enabling dynamic, interactive, and high-performance manipulation of image data.
- Work on low-latency, high-throughput image processing pipelines to support real-time applications such as augmented reality (AR), autonomous systems, and video analytics.
- Implement techniques to enhance image quality, modify image attributes, and simulate real-time environments.
-
Consulting & Strategy:
- Provide expert advice and recommendations to internal teams and external clients on best practices for image analysis and AI/ML integration.
- Conduct technical assessments, feasibility studies, and solution evaluations to ensure alignment with business goals.
- Support the development of technical documentation, including architectural blueprints, system specifications, and user guides.
Qualifications:
-
Bachelor's or Master’s degree in Computer Science, Engineering, or a related field. A Ph.D. in a relevant area is a plus.
-
7+ years of experience in software architecture, with a focus on image analysis, pattern recognition, and AI/ML.
- Proven experience in developing real-time image processing systems.
- Strong expertise in deep learning, computer vision, and image processing algorithms.
- Hands-on experience with image analysis frameworks such as OpenCV, TensorFlow, PyTorch, or similar libraries.
-
Advanced knowledge of machine learning frameworks and libraries (TensorFlow, Keras, PyTorch).
- Expertise in real-time systems and performance optimization.
- Proficiency in programming languages such as Python, C++, or Java.
- Experience with cloud platforms and deployment tools (AWS, Azure, GCP).
- Familiarity with imaging hardware and edge computing for real-time image augmentation is a plus.
-
Excellent problem-solving skills and ability to think critically and analytically.
- Strong communication skills, both written and verbal, with the ability to present complex technical concepts to non-technical stakeholders.
- Ability to work independently, manage multiple projects, and collaborate in a fast-paced environment.
Preferred Qualifications:
- Familiarity with data visualization and reporting tools for image analysis.
- Contributions to open-source image processing or AI/ML projects.