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Gen AI- Developer

0.00 to 2.00 Years   Pune   12 Oct, 2023
Infosys Limited
Job LocationPune
EducationNot Mentioned
SalaryNot Disclosed
IndustryIT Services & Consulting
Functional AreaGeneral / Other Software
EmploymentTypeFull-time

Job Description

    Gen AI Technologies: Prompt Engineering, LLM Development using Langchain. Semantic Kernel , Open Source/ API based LLMs .Python Data Science, Machine Learning, Deep Learning, PySpark, PyTorch, TensorFlow, Keras, etcAIML Subfields such as Neural Networks, Computer Vision, Speech Processing, Natural Language ProcessingAIML Tools such as AzureML, Google ML, AWS AI/ML, H2O, DataBricks, DataRobots and any other tools LLM Development/Deployment Pipeline creation, workflowsStudy and transform Gen AI PoCs to production grade deploymentDesign machine learning systems, Run machine learning tests and experimentsResearch and implement appropriate ML algorithms and toolsDevelop machine learning applications according to requirementsSelect appropriate datasets and data representation methodsPerform statistical analysis and fine-tuning using test resultsTrain and retrain systems when necessary 4 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.,

Keyskills :
natural language processingdata sciencedeep learningcloud computingdata collectioncomputer visionneural networksmachine learningnatural languagespeech processinglanguage processingdata representationstatistical analysisapiawsrestclou

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