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Artificial Intelligence / Machine Learning Engineer

Artificial Intelligence / Machine Learning Engineer

MP Dominic and CoChennai
22 days ago
Job description

Position Overview :

Key Responsibilities :

  • Design, develop, and deploy conversational AI systems (chatbots, virtual assistants) that leverage LLMs to enable seamless voice interactions for banking services & Code generation and Completion including test cases.
  • Develop multi modal solution architecture with Agents with bespoke models for specific use-case / scenario
  • Fine-tune and optimize LLM models for specific banking tasks and user experiences.
  • Implement Retrieval Augmented Generation (RAG), and embeddings to retrieve customer information through APIs
  • Continuously monitor and evaluate the performance of voice-based banking solutions.
  • Develop and deploy machine learning models for tasks like personalized recommendations, and customer sentiment analysis.
  • Collaborate to deploy and manage models on GCP, leveraging its MLOps tools and services to streamline model development, training, and deployment.
  • Develop an end-to-end architecture from training to inferencing custom models

Skills :

  • Strong understanding of natural language processing (NLP) concepts and techniques, good programming skills
  • Knowledge on AI / ML algorithms building NLP Applications
  • Deep knowledge of LLM architectures and their applications.
  • Expertise in data preprocessing, feature engineering, and model evaluation.
  • Basic understanding of MLOps principles and practices.
  • Excellent problem-solving and communication skills.
  • Experience :

  • 3+ years of hands-on experience in AI / ML development, with a strong focus on NLP & API Integrations
  • Experience with LLM models, and fine-tuning, prompt engineering, and RAG techniques.
  • Proficiency in Python is Must
  • Knowledge on vector databases will be good
  • Hands-On experience with frameworks TensorFlow, Pytorch, LangChain, FastAPIs, NoSQL Database
  • Knowledge on GCP / MLOPs will be a plus
  • (ref : hirist.tech)

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