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Altysys - Generative AI Lead - Python

Altysys - Generative AI Lead - Python

AltysysBangalore
19 days ago
Job description

Position : GenAI Lead / Architect

Experience : 5+ Years

Job Summary :

We are seeking a seasoned GenAI Lead / Architect with a minimum of 5+ years of professional experience. The ideal candidate will be a hands-on leader, responsible for designing and building scalable, production-grade Generative AI applications. This role requires deep expertise in Python and FastAPI for backend development, coupled with a strong command of AWS cloud services to deploy and manage robust and resilient AI systems. You will play a crucial role in shaping our GenAI strategy, from architectural design to implementation.

Key Responsibilities :

  • Architectural Design & Strategy : Lead the design and implementation of end-to-end GenAI system architectures. You will be responsible for creating scalable, secure, and cost-effective solutions that leverage both proprietary and open-source models.
  • Application Development : Build and deploy scalable Generative AI applications using Python and the FastAPI framework. This includes developing high-performance RESTful APIs and microservices for seamless integration.
  • Model Integration & Optimization : Select, integrate, and fine-tune various GenAI models (LLMs, Vision models, etc.) into new and existing applications. You will be responsible for optimizing model performance and managing inference costs.
  • Cloud Infrastructure Management : Utilize AWS cloud services to deploy, manage, and scale GenAI applications. This includes configuring services for data pipelines, model hosting, and application security.
  • Team Leadership : Act as a technical leader, guiding junior developers, conducting thorough code reviews, and establishing best practices for development, testing, and deployment.

Required Skills & Qualifications :

  • A minimum of 5+ years of experience in software development or machine learning engineering.
  • Proven experience in designing and building scalable applications with Python.
  • Strong expertise with the FastAPI framework for building robust APIs.
  • Hands-on experience with AWS cloud services for deploying and managing applications.
  • A solid understanding of Generative AI principles and a strong background in working with Large Language Models (LLMs).
  • Experience with building and deploying applications in a production environment.

    • Preferred Skills :

  • Experience with LLM frameworks such as LangChain or LlamaIndex.
  • Knowledge of specific AWS AI / ML services like Amazon SageMaker, Amazon Bedrock, or Amazon EKS for containerized workloads.
  • Familiarity with containerization technologies like Docker and orchestration with Kubernetes.
  • Experience with other cloud platforms like Azure or GCP.
  • A background in machine learning operations (MLOps).

    • (ref : hirist.tech)

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