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AI/ML Lead

Centraprise

 

Dallas, TX, USA

Posted On: 14 days ago
Experience: 10+ years
Availability: Hybrid
Openings: 1
Category: AI/ML Lead
Tenure: Full-time Only
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Description

You architect and lead the development of enterprise-scale Generative AI applications, focusing on RAG frameworks and LLM integration.

This role is on-site.

Responsibilities

  • Design and implement scalable system architectures for AI-driven platforms, ensuring security and performance.
  • Build and optimize APIs using FastAPI to integrate AI models with data pipelines and existing systems.
  • Develop Retrieval-Augmented Generation (RAG) architectures, including data ingestion, preprocessing, and retrieval mechanisms.
  • Conduct model evaluation, fine-tuning, and prompt engineering to optimize LLM performance.
  • Ensure compliance with cloud deployment best practices across AWS, Azure, or GCP.

Required Skills

  • 10+ years of software development experience, with a focus on Python.
  • Deep expertise in Generative AI, LLMs, and RAG architectures.
  • Strong experience building scalable APIs using FastAPI.
  • Proficiency in cloud platforms: AWS, Azure, or GCP.
  • Knowledge of vector databases and retrieval pipelines.
  • Experience with system architecture design for distributed applications.

Preferred Skills

  • Hands-on experience with Docker, Kubernetes, and CI/CD pipelines.
  • Background in DevOps practices and performance tuning.

Education

Bachelor's degree

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