Job Description
The Challenge
We are looking for a high-caliber Part-time Senior AI Engineer to undertake a deep-dive technical audit of a complex, performance-critical C++ Machine Learning codebase. This is a detective role for an engineer who excels at reverse-engineering undocumented logic and translating low-level C++ implementations into clear architectural blueprints.
Key Responsibilities
Reverse Engineering: Analyze a legacy C++ ML codebase with minimal documentation to reconstruct its logic.
Architecture Mapping: Identify and document model architectures, training/inference workflows, and feature engineering pipelines.
Cross-Language Translation: Map C++ ML concepts (manual tensors, buffers, custom loss functions) to standard Python-based frameworks (PyTorch/TensorFlow).
System Decomposition: Identify dependencies, data flow patterns, and performance constraints.
Technical Documentation: Produce a high-quality Source of Truth document covering the build environment, model ...
We are looking for a high-caliber Part-time Senior AI Engineer to undertake a deep-dive technical audit of a complex, performance-critical C++ Machine Learning codebase. This is a detective role for an engineer who excels at reverse-engineering undocumented logic and translating low-level C++ implementations into clear architectural blueprints.
Key Responsibilities
Reverse Engineering: Analyze a legacy C++ ML codebase with minimal documentation to reconstruct its logic.
Architecture Mapping: Identify and document model architectures, training/inference workflows, and feature engineering pipelines.
Cross-Language Translation: Map C++ ML concepts (manual tensors, buffers, custom loss functions) to standard Python-based frameworks (PyTorch/TensorFlow).
System Decomposition: Identify dependencies, data flow patterns, and performance constraints.
Technical Documentation: Produce a high-quality Source of Truth document covering the build environment, model ...
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