at Squad
<h4>Job Summary</h4> <p>We are a distributed team that develops motion detection features for both Cloud and Edge environments, ensuring high performance and adaptability for diverse deployment needs. You can choose to focus on either Edge or Cloud solutions. Those interested in Edge will work on advanced computer vision algorithms and sensor-based detection methods to enable efficient real-time performance directly on devices. Those focusing on Cloud will develop scalable, high-performance motion detection solutions using cloud-based technologies, optimizing collaboration between Edge and Cloud for the best results.</p> <p>You will be responsible for day-to-day research tasks, such as setting up hypotheses, gathering data for experiments, training and validating ML models, validating results, and writing a paper on your results.</p> <h4>Responsibilities and Duties</h4> <ul> <li>Develop innovative machine learning algorithms. Implement advanced methods and technologies in model development</li> <li>Analyze large datasets to identify correlations and patterns. Visualize research results for clearer interpretation</li> <li>Tune hyperparameters and optimize algorithms. Improve models to enhance their performance and accuracy</li> <li>Provide consultations and collaborate with colleagues from other departments</li> <li>Report progress and project achievements to management</li> <li>Explore and evaluate new technologies in the field of machine learning. Implement cutting-edge