Job Details

Albin Engineering Services, Inc. (www.aesi.com) is looking for a Consultant - Software Architect, Image Analysis & AI/ML for one of our premier clients. This is a 1 year consulting position that will be an as-needed basis. It will be approximately 10-20 hours for the first quarter and 10 hours a week after. This can be a remote position.
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.

• 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.

• Familiarity with data visualization and reporting tools for image analysis.
• Contributions to open-source image processing or AI/ML projects.