Generative AI

18 hours ago

Chennai, India Paix Services Full time

Location: Chennai

Experience Level: 2-5 Years

Position Summary:

We are seeking an experienced AI/ML Developer with a strong foundation in machine learning, deep learning, and coding. The ideal candidate will have a proven track record of contributing to AI/ML projects, with experience in designing, developing, and deploying ML models. A solid understanding of Generative AI (GenAI) is essential, as you will help drive innovative solutions using GenAI techniques to solve real-world challenges.

Key Responsibilities:

  • Design, develop, and deploy machine learning and deep learning models for various projects.

  • Collaborate with cross-functional teams to define project requirements and deliver AI/ML solutions that meet business needs.

  • Develop and maintain data pipelines, preprocessing workflows, and feature engineering to support model development.

  • Optimize and tune models to improve accuracy, efficiency, and scalability in production.

  • Implement best practices for model evaluation, testing, and version control.

  • Research and integrate Generative AI (GenAI) approaches to enhance existing models and create novel applications.

  • Design and execute experiments to evaluate model performance and optimize algorithms for maximum efficiency.

  • Develop and deploy production-grade machine learning models in cloud-based and on-prem platforms.

  • Stay abreast of emerging technologies and industry trends, continuously enhancing expertise in data science methodologies and tools.

Required Skills:

  • Foundational Knowledge: Strong grasp of machine learning, deep learning, and AI principles. Understanding of common ML algorithms, DL architectures (CNNs, RNNs, transformers), and the ML lifecycle.

  • Programming & Coding: Proficient in Python and familiar with frameworks like TensorFlow, PyTorch, Scikit-Learn, etc. Experience with libraries for data manipulation, such as Pandas and NumPy.

  • ML/DL Project Experience: Demonstrated experience in developing and deploying machine learning and deep learning models, handling data preparation, model selection, and tuning.

  • Generative AI Knowledge: Familiarity with GenAI concepts, techniques like GANs, VAEs, or LLMs, and an understanding of potential applications in business contexts.

  • Problem Solving & Innovation: Ability to translate business needs into technical requirements and innovative AI solutions.

  • Collaboration: Strong communication skills to work effectively with other developers, data scientists, and stakeholders.

Preferred Qualifications:

  • Familiarity with cloud platforms (AWS, GCP, Azure) and ML Ops tools for model deployment and monitoring.

  • Knowledge of NLP, computer vision, or other specialized AI domains.

  • Understanding of version control systems like Git and containerization tools like Docker.

Education: Bachelors or Masters degree in Computer Science, Data Science, Engineering, or a related field.

If you are passionate about AI/ML and eager to contribute to cutting-edge projects that incorporate GenAI, we invite you to apply and become part of our innovative team

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