ML/DL Skills:

•
High familiarity in the use of DL theory/practices in NLP applications

•
Comfort level to code in ADK, A2A, AgentSkills, Ontology, Huggingface, LangGraph, 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

NLP Skills:

•
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

Python Project Management Skills

•
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.,)

Cloud Skills and Computing:

•
Use of GCP services like BigQuery, Cloud function, Cloud run, Cloud Build, VertexAI,

•
Valuable working knowledge on other open source packages to benchmark and derive summary

•
Experience in using GPU/CPU of cloud and on-prem infrastructures

•
Skillset to leverage cloud platform for Data Engineering, Big Data and ML needs.

Deployment Skills:

•
Use of Dockers (experience in experimental docker features, docker-compose, etc.,)

•
Familiarity with orchestration tools such as airflow, Kubeflow

•
Experience in CI/CD, infrastructure as code tools like terraform etc.

•
Kubernetes or any other containerization tool with experience in Helm, Argoworkflow, etc.,

•
Ability to develop APIs with compliance, ethical, secure and secure AI tools.

UI:

•
Good UI skills to visualize and build better applications using Gradio, Da

📌 Data Scientist (Chennai)
🏢 Ford Motor
📍 Chennai