
Generative AI
2 days ago
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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