Altysys - Generative AI Lead - Python

5 days ago

Bengaluru, India Altysys Full time

Position : GenAI Lead/ArchitectExperience : 5+ YearsJob 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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