Applications Development Analyst

Key Responsibilities: - Develop and optimize advanced computer vision algorithms for image and video analysis tasks. - Design, implement and train deep learning models for object detection, face processing, activity recognition and other related tasks. - Test and refine models and systems based on real-world data and feedback. - Evaluate project requirements, plan and manage the roadmap of a project. - Present findings and insights in a clear and concise manner to stakeholders. - Collaborate and help to integrate and deploy computer vision systems into broader product architecture. - Conduct research to stay updated on emerging computer vision technologies and trends. - Automate data preprocessing and annotation processes to streamline workflow efficiency. - Maintain comprehensive documentation for algorithms, implementations, and evaluations. - Mentor junior engineers and provide strategic guidance on project development. Requirements and skills: - Proficiency in Python and knowledge of C++, Java and JS is plus. - Solid understanding of neural networks, especially convolutional neural networks (CNNs). Knowledge of RCNN s and vision transformers. - Proficient in understanding, designing and implementing deep learning models using frameworks such as TensorFlow, PyTorch and Keras. - Understanding of fundamental image processing techniques like image filtering, edge detection, image segmentation and image augmentation. - Experience in evaluating computer vision models using relevant metrics and performance indicators. - Familiarity with GPU and related technologies which is utilized for improved computational efficiency such as CUDA, CUDNN, tensorRT etc. - Familiarity with Python libraries such as OpenCV, NumPy, Pandas and scikit-learn etc. - Basic knowledge of linear algebra, calculus, and statistics. - Strong critical thinking, analytical, and problem-solving skills - Self-motivated, quick learner and strong team player with ability to work with minimal supervision. Skills: Tensorflow, Pytorch, C++, Java, Python Experience: 2.00-5.00 Years