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Senior Artificial Intelligence/Machine Learning Developer
5 months ago
Job Description :
- Design and implement machine learning algorithms, including supervised and unsupervised learning methods, reinforcement learning, and deep learning techniques.
- Develop and implement evaluation metrics and methodologies to assess algorithm performance.
- Create and optimize prompts that elicit desired responses from AI language models, taking into consideration various use cases and user requirements.
- Work closely with Open AI and Gen AI APIs to integrate their capabilities into our AI solutions.
- Perform data pre-processing, feature engineering, and data augmentation to prepare datasets for training and evaluation.
- Conduct model evaluation, hyperparameter tuning, and performance optimization to achieve state-of-the-art results.
- Collaborate with the research team to stay updated on the latest advancements in AI and machine learning.
Requirements :
- Bachelor/master's degree in computer science, Engineering, or a related field.
- Minimum of 5 to 7 years of proven experience in designing and developing applications by leveraging Python
- Strong proficiency in image processing using libraries like OpenCV etc.
- Experience with AI/ML Python Libraries like NumPy, Pandas, Tensorflow, PyTorch, Scikit-learn, Matplotlib, Seaborn, Scikit-Learn, NLTK, Spacy etc.,
- Experience in YOLO, vision transformers , and CNN for computer vision tasks.
- Understanding of text representation techniques such as n-grams, bag of words, sentiment analysis, embeddings etc.,
- Experience in working with Open AI or other open-source LLMs.
- Working knowledge of Docker, Kubernetes , and/or Elastic Search.
- Working knowledge of web frameworks like HTML, CSS, Flask, Django etc.,
- Azure cloud, azure cognitive services like speech studio, vision studio etc., would be an added advantage.
