
Tyler L
Freelance AI Pipeline Engineer
Skills

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Work experience
Freelance
Freelance • 5 yrs 4 mos
Local Generative-AI Infrastructure Engineer
Jan 2024 - Present • 2 yrs 8 mos
Diagnosed and resolved production-class failures including torch/CUDA ABI mismatches and custom node C++ extension build failures. Built Flux-based inpainting pipelines with automated identity verification and maintained version-pinned Python environments to isolate conflicting builds across projects.
Python Backend Developer
Jan 2024 - Present • 2 yrs 8 mos
Built FastAPI services exposing local model pipelines as HTTP APIs with job orchestration and sandboxed subprocess execution. Implemented LLM tool-use loops (MCP) for agent-driven API interaction and developed path-safety validation for managing untrusted user workloads.