Joshua Isaac Pabilona
About
Joshua Isaac Pabilona is from Metro Manila. Joshua Isaac is currently Lead Machine Learning Engineer at InnoVantage, Inc., located in Makati, National Capital Region, Philippines.
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Joshua Isaac Pabilona's current jobs
Responsibilities: - same as the Machine Learning Engineer role, but in addition, - Work autonomously, given business requirements directly by Chief Officers - Problem analysis - advice business on what solutions have the balance of feasibility, ease of maintenance, and model performance, be it ML-based or in vanilla programming - Oversee and mentor juniors and interns in the team - Created automated serving pipelines for serving via make, Kubernetes, containers, etc - Properly create internal and external (API) documentation for maintenance and ease of use - Load test and optimize codebases Notable achievements: - Created Custom Named Entity Recognition service - Created OCR engine in Pytorch and huggingface/transformers - Created API gateway for OCR engine and associated services - Created custom information extraction system that maps handwritten/print values to fields in documents using said OCR engine and template files for image alignment - Created image alignment and image processing utilities to accomplish template-based information extraction system