Machine Learning Expert for Legacy Code Transformation

1 day ago

Bengaluru, Karnataka, India beBeeSenior Full time ₹ 1,50,00,000 - ₹ 2,00,00,000
Senior Machine Learning Engineer Position Description
We are seeking a skilled Senior Machine Learning Engineer to support a high-impact Proof of Concept focused on legacy code analysis, transformation, and modernization. This role is central to enabling intelligent code migration and documentation through advanced AI/ML tooling.
Key Responsibilities include:
  • Develop and integrate Large Language Model (LLM)-based pipelines using AWS Bedrock.
  • Design and implement Retrieval-Augmented Generation (RAG)-based systems for code understanding using Vector Databases such as Milvus or Pinecone.
  • Use Abstract Syntax Tree (AST) techniques to parse, analyze, and transform legacy code for migration and documentation.
  • Apply CodeRAG techniques to support context-aware retrieval and transformation of code artifacts.
  • Conduct iterative validation and correction of AI-generated outputs to ensure high-quality code assets.
  • Perform data preprocessing and metadata enrichment for LLM input optimization.
  • Collaborate with domain experts and engineering teams to ensure alignment with architecture and business logic.

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