Machine Learning Engineering Intern

Cresta Cresta · Vertical AI · Toronto Canada

Machine Learning Engineering Intern role at Cresta, focusing on developing AI solutions for contact centers, specifically Generative Knowledge Assist (GenKA), Knowledge Search (KS), and Retrieval-Augmented Generation (RAG). The role involves designing, developing, and deploying AI solutions, improving reasoning and evaluation, scaling AI systems, and contributing to cutting-edge AI research and production environments.

What you'd actually do

  1. Design, develop, and deploy Cresta’s KA solutions and proprietary models.
  2. Focus on practical AI challenges such as improving reasoning, and evaluation in real-world scenarios.
  3. Collaborate with cross-functional teams including front-end and back-end software engineers to integrate KA solutions into Cresta’s customer solutions.
  4. Lead initiatives to scale AI systems for production environments, ensuring performance and reliability across use cases.
  5. Contribute to solving cutting-edge problems in AI and help define the future roadmap for Cresta’s KA.

Skills

Required

  • Python
  • PyTorch or TensorFlow
  • machine learning fundamentals
  • generative modeling
  • design and analyze experiments involving large-scale datasets

Nice to have

  • AI research
  • novel techniques

What the JD emphasized

  • practical AI challenges
  • improving reasoning
  • evaluation in real-world scenarios
  • scale AI systems for production environments
  • cutting-edge problems in AI

Other signals

  • Generative Knowledge Assist (GenKA)
  • Knowledge Search (KS)
  • Retrieval-Augmented Generation (RAG)