Required Skills
About the Job
Logfix SCM Solutions Pvt Ltd is seeking a motivated Python Machine Learning Engineer to contribute to our cutting-edge security surveillance system. You will leverage sensors, artificial intelligence, and machine learning to enhance safety and security in public venues. As part of a dynamic and technically proficient team, you'll work on innovative solutions for well-known launch partners.
We are looking for individuals with a strong foundation in Machine Learning Engineering, Data Science, or Data Analysis, driven by a passion for AI and deep learning. Your responsibilities will include developing and optimizing machine learning models, handling data, and contributing to the overall software engineering process.
**Key Responsibilities:** * Develop and implement machine learning models using Python and frameworks like PyTorch. * Utilize computer vision techniques for object detection. * Clean and preprocess data, performing exploratory data analysis (EDA). * Automate data handling and dataset management tasks. * Collaborate with the team on software engineering best practices, including Git and writing clean code. * Assist with cloud deployment and infrastructure on AWS.
**Qualifications:** * Proficiency in Python for AI and deep learning applications. * Experience with PyTorch and OpenCV. * Familiarity with object detection techniques. * Understanding of data cleaning and EDA. * Experience with Git for version control. * Basic knowledge of AWS services is a plus. * Experience with MLOps, including model deployment and inference optimization (e.g., TensorRT, ONNX) is a bonus. * A strong problem-solving ability and a proactive, adaptive learning mindset are essential for success in our fast-paced startup environment.
