AI ML

3 days ago


Cochin, Kerala, India Tata Consultancy Services Full time

JD / Skillset
:-

Key Responsibilities :-

  • Develop end-to-end scalable, optimized enterprise AI solutions.
  • Engage in prompt engineering and fine-tuning of AI/ML models, including Generative AI (GenAI) and Large Language Models (LLMs), as well as building and managing multi-agent systems.
  • Implement practical hands-on fine-tuning, transfer learning, and optimization of Transformer architecture-based deep learning models.Â

Technical Skills
:-

  • Proficient in Agentic AI, GenAI, and LLM technologies, with experience in NLP tools such as Word2Vec, NLTK, SpaCy, BERT, GloVe, Autogen, Semantic Kernel, Lang chain, and Langraph.
  • Hands on development experience with development of AI agents.
  • Familiarity with either of cloud platforms like Azure, AWS or Google Cloud
  • Strong programming skills in Python, with experience in frameworks such as Flask for lightweight applications and FastAPI for API development.
  • Proficient in using Docker for container deployment and deploying ML models on Kubernetes clusters.
  • Experience with NoSQL, SQL, and vector databases.
  • Strong understanding of statistical methods and experimental design.
  • Familiarity with MLOps practices for continuous integration and continuous deployment (CI/CD) in machine learning.
  • Experience in prompt fine tuning and performance optimization
  • Experience using Python Memory management tools like Scalene or Filprofiler or similar
  • Experience in any of the Frameworks like Langchain, Langraph etc.
  • Familiarity of having worked on packages such as Python-pptx, pymupdf to read PPTX or pdf documents. This has to be complimented with hands-on experience integrating OpenAI's GPT models with such Python applications.

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