Chennai, IND
22 hours ago
GenAI Specialist
+ Expertise in handling large scale structured and unstructured data. + Efficiently handled large-scale generative AI datasets and outputs. + Familiarity in the use of Docker tools, pipenv/conda/poetry env + Comfort level in following Python project management best practices (use of setup.py, logging, pytests, relative module imports,sphinx docs,etc.,) + Familiarity in use of Github (clone, fetch, pull/push,raising issues and PR, etc.,) + High familiarity in the use of DL theory/practices in NLP applications + Comfort level to code in Huggingface, LangChain, Chainlit, Tensorflow and/or Pytorch, Scikit-learn, Numpy and Pandas + Comfort level to use two/more of open source NLP modules like SpaCy, TorchText, fastai.text, farm-haystack, and others + Knowledge in fundamental text data processing (like use of regex, token/word analysis, spelling correction/noise reduction in text, segmenting noisy unfamiliar sentences/phrases at right places, deriving insights from clustering, etc.,) + Have implemented in real-world BERT/or other transformer fine-tuned models (Seq classification, NER or QA) from data preparation, model creation and inference till deployment + Use of GCP services like BigQuery, Cloud function, Cloud run, Cloud Build, VertexAI, + Good working knowledge on other open source packages to benchmark and derive summary + Experience in using GPU/CPU of cloud and on-prem infrastructures + Design NLP/LLM/GenAI applications/products by following robust coding practices, + Explore SoTA models/techniques so that they can be applied for automotive industry usecases + Conduct ML experiments to train/infer models; if need be, build models that abide by memory & latency restrictions, + Deploy REST APIs or a minimalistic UI for NLP applications using Docker and Kubernetes tools + Showcase NLP/LLM/GenAI applications in the best way possible to users through web frameworks (Dash, Plotly, Streamlit, etc.,) + Converge multibots into super apps using LLMs with multimodalities + Develop agentic workflow using Autogen, Agentbuilder, langgraph + Build modular AI/ML products that could be consumed at scale **Education** : Bachelor’s in Engineering or Master’s Degree in Computer Science, Engineering, Maths or Science Performed any modern NLP/LLM courses/open competitions is also welcomed. **Requisition ID** : 46910
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