The Gen AI- Lead at Infosys will be responsible for leading the development and deployment of Generative AI solutions, transforming PoCs into production-grade systems. This role involves designing machine learning systems, implementing ML algorithms, and managing the full lifecycle of LLM development from data preparation to model deployment.
About the role
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.
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.