About the Role
We are seeking a Gen AI- Lead to join our team at Infosys. This role involves leading the development and deployment of Generative AI solutions, transforming Proof-of-Concepts into production-grade deployments, and designing robust machine learning systems.
Responsibilities
- Create LLM Development/Deployment Pipeline workflows.
- Study and transform Gen AI PoCs to production grade deployment.
- Design machine learning systems.
- Run machine learning tests and experiments.
- Research and implement appropriate ML algorithms and tools.
- Develop machine learning applications according to requirements.
- Select appropriate datasets and data representation methods.
- Perform statistical analysis and fine-tuning using test results.
- Train and retrain systems when necessary.
- Gen AI Development:
- Data collection and preparation: Collect and prepare data for training and evaluating LLMs, including cleaning and processing text data, or creating synthetic data.
- Model development: Design and implement LLM models, choosing the right architecture, training the model, and tuning the hyperparameters.
- Model evaluation: Evaluate the performance of LLM models, measuring the accuracy of the model on a held-out dataset, or assessing the quality of the generated text.
- Model deployment: Deploy LLM models to production, which may involve packaging the model, creating a REST API, and deploying the model to a cloud computing platform.
Requirements
- 4+ years of IT experience.
- 2 years of experience in AI/ML/DS Domain.
- Proficiency in Machine Learning and Python.