Job Location: Chennai
JOB DETAILS
- Data Collection and Curation.
- Select appropriate annotated datasets for Supervised Learning methods.
- Use effective text representations to transform natural language into useful features.
- Find and implement the right algorithms and tools for NLP tasks.
- Develop ML/DL/NLP models according to requirements.
- Train the developed model and run evaluation experiments.
- Perform statistical analysis of results and refine models.
- Extend ML libraries and frameworks to apply in NLP tasks.
- Building recommendation engines to increase the personalization of content for the user.
- Testing and deployment of models on cloud services i.e.
AWS/GCP etc. - Act as a bridge between product and engineering team to translate product requirements into the technical solutions.
- Stay updated and use industry best practices and latest technology trends.
- Prototype ideas rapidly using cutting edge technologies, drive architecture discussions, and proposes solutions to system and product changes.
- Deep understanding of NLP techniques for text representation, semantic extraction techniques, data structures and language modelling.
- Experience with NLP libraries and technologies including Spacy, NLTK, Gensim, Stanford NLP etc.
- Proficiency with Python and basic libraries for machine learning such as Numpy, Scikit-learn and pandas.
- Exposure to DL Model optimisation and transfer learning technique.
- Experience of cloud environment AWS/GCP, Hadoop/Spark, SQL is a plus.
- Experience with technologies like Docker, Kubernetes, CI/CD, Git is a plus.
- Experience with ML Ops is a plus.
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