Gen AI Developer

Attibele, KA, IN

about 2 months ago
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Summary

  • 2-5 years of IT experience (2 Years in AI/ML/DS Domain).
  • Gen AI Development :  Data collection and preparation: Collect and prepare data for training and evaluating LLMs. This may involve cleaning and processing text data, or creating synthetic data.  Model development: Design and implement LLM models. This may involve choosing the right architecture, training the model, and tuning the hyperparameters.  Model evaluation: Evaluate the performance of LLM models. This may involve 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. This may involve packaging the model, creating a REST API, and deploying the model to a cloud computing platform.
  • LLM Development/Deployment Pipeline creation, 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

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