Tipstat

Tasks Develop and optimize machine learning models for computer vision and generative AI applications, focusing on accuracy and efficiency. Collaborate with cross-functional teams to integrate AI solutions into existing software products, ensuring seamless performance and user experience. Conduct research and stay updated on the latest advancements in AI and computer vision technologies to incorporate innovative techniques into projects. Analyze large datasets to extract meaningful insights and improve model performance through data preprocessing and augmentation strategies. Provide technical guidance and support to junior engineers, fostering a collaborative environment and promoting knowledge sharing within the team. Requirements • Strong hands-on experience in delivering ML solutions, including production-grade computer vision and forecasting models. • Proven expertise in forecasting and time series data handling (e.g., ARIMA, LSTM, temporal convolutional networks). • Proficiency in image and video processing, including segmentation, pose estimation, object detection, and multimodal data fusion. • Experience with generative AI models such as diffusion-based text-to-image/video, multimodal LLMs, and prompt engineering. • Skilled in reading, interpreting, and applying insights from academic research papers. • Expertise in deep learning frameworks like PyTorch or TensorFlow. • Strong object-oriented programming skills with clean, production-quality Python code. • Familiarity with Vision Transformers (ViTs), especially for action recognition, object tracking, and video understanding tasks. • Cloud deployment experience, particularly with AWS. • Excellent communication skills in English (C1 or higher), both written and spoken. • Strong ability to work independently, prioritize tasks, and manage multiple projects simultaneously. Nice to Have • Master's or Ph.D. degree in Machine Learning, Computer Science, Mathematics, or a related field. • Contributions to open-source ML or CV libraries or participation in Kaggle competitions. Join Tipstat as a Machine Learning Engineer in Computer Vision/Gen AI. Elevate your career with cutting-edge AI products and India's elite engineering talent. Propel innovation and achieve new heights.