Python with Ai/ml (Bengaluru)

ID: 2416 | 3-5 yrs | Bengaluru Roles and Responsibilities: Key Responsibilities: - Implement unsupervised learning algorithms to uncover hidden patterns and insights from large datasets. - Collaborate with cross-functional teams to gather requirements and deliver scalable ML solutions. - Perform data preprocessing, feature extraction, and data augmentation to enhance model performance. - Design and conduct experiments to validate and optimize unsupervised learning models. - Utilize ML libraries and frameworks (e.g., Scikit-learn, TensorFlow, PyTorch) to build and deploy models. - Document and present findings and insights to stakeholders in a clear and concise manner. - Stay updated with the latest advancements in machine learning and AI technologies. Required Qualifications: - Bachelors or Masters degree in Computer Science, Engineering, Data Science, or a related field. - Proven experience as a Python Developer, with a strong portfolio of ML projects. - In-depth knowledge of unsupervised learning techniques (e.g., clustering, anomaly detection, dimensionality reduction). - Proficiency in Python and ML libraries (e.g., NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch). - Experience with data preprocessing and transformation techniques. - Strong understanding of statistics, probability, and linear algebra. - Ability to work independently and as part of a team in a fast-paced workplace. - Excellent problem-solving skills and attention to detail. - Strong communication skills, both written and verbal. Preferred Qualifications: - Experience with big data technologies (e.g., Hadoop, Spark). - Familiarity with cloud platform like AWS and deploying ML models in production. - Knowledge of deep learning architectures and frameworks. - Prior experience in a relevant industry (e.g., healthcare, finance, retail). - Publications or contributions to open-source ML projects. .