Gen AI with python and IVR
Irving, TX
FTE- USC , GC , EAD
H1 Transfer- Only Senior Profile
For GEN AI we have 5 open roles Exp: 7-8 years 3 roles , 10+ years 2 roles
Strong Gen AI resources with Python background and also having IVR, Contact Center Solutions understanding.
· Develop and fine tune NLP/NLU models, including transformer based models (BERT, GPT etc.,) for a range of language understanding tasks (language generation, sentiment analysis, entity recognition etc.,) Additionally design and implement generative AI models by leveraging LLMs for text generation and understanding.
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· Preprocess and curate text data, including text cleaning, tokenization and data augmentation to prepare it for training NLP/NLU models word-spacing: 0px;">· Innovate and implement cutting edge algorithms to improve the performance, accuracy and efficiency of the NLP/NLU models
word-spacing: 0px;">· Assess model performance using relevant NLP metrics and optimize models for real world application
word-spacing: 0px;">· Stay updated with latest developments in Generative AI specifically on NLP/NLU research and apply new techniques to enhance our solutions
word-spacing: 0px;">· Strong expertise in NLP/NLU with focus on deep learning models and open source LLMs such as Llama 2, Falcon etc.,
word-spacing: 0px;">· Proficiency in programming languages such as Python and experience with NLP libraries/frameworks like spaCy, NLTK, Hugging Face Transformers and Generative AI and LLM frameworks
word-spacing: 0px;">· Familiarity with cloud computing platforms for model training and deployment
word-spacing: 0px;">· Experience with tools like Langchain, Embedchain and Vector Database (Pinecone, FAISS, Milvus, ChromaDB, Vespa etc.,) to enhance data processing and model development workflow as well as rich understanding of vector stores and search algorithms
word-spacing: 0px;">· Exceptional problem solving skills and the ability to work on complex language understanding and Generative AI projects
word-spacing: 0px;">· Experience designing control and sandboxing systems for AI research
word-spacing: 0px;">· Hands on experience with Pytorch, TensorFlow
word-spacing: 0px;">· Direct engineering experience of high performance, large-scale ML systems
word-spacing: 0px;">· Hands on MLOps experience, with an appreciation of the end-to-end CI/CD process
word-spacing: 0px;">· Have experience supporting fast-paced startup engineering teams
word-spacing: 0px;">· Experience maintaining and/or contributing to bug bounty and responsible disclosure programs
word-spacing: 0px;">· A well-known contributor to opensource and always thinking out of the box tooling, using and standardizing with methods of creating APIs , ML/Ops automation and more.
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word-spacing: 0px;">Preferred Qualifications:
word-spacing: 0px;">· Research publications or contributions in the fields of NLP, NLU and Generative AI
word-spacing: 0px;">· Experience with Conversational AI, Chatbots (Kore.ai, Botpress, Nuance etc.,