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willpercey-gb/README.md

Hi, I'm Will, an AI/ML Solutions Architect

https://willpercey.com

AI & Machine Learning

  • Agentic AI: patterns, safety, guardrails, error taxonomies, zero trust
  • LLMs: RAG, fine-tuning, evaluation, inference optimisation
  • Deep Learning: transformers, BERT, GPT, Mixture of Experts, computer vision
  • MLOps: model serving, experiment tracking, monitoring, governance

Architecture & Systems

  • Distributed systems, microservices, event sourcing, high availability
  • Design patterns, DDD, resilience, observability, capacity planning
  • Cloud: AWS, Azure, GCP (well-architected frameworks, cost optimisation)
  • Platform engineering, IaC (CloudFormation, Crossplane), CI/CD
  • Data: dimensional modelling, vector databases, database scaling

My Code Stack

Python Rust NodeJS TypeScript Vue

MySQL MongoDB PostgreSQL

Other Skills

Ubuntu PHP Java C#

Social

LinkedIn

Pinned Loading

  1. usb-debugger usb-debugger Public archive

    Rust

  2. A Shell script to generate .ico and ... A Shell script to generate .ico and .icns files (mac/windows app icons) from a single PNG
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    # Required deps:
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    # imagemagick: https://imagemagick.org/script/download.php
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    # name of your master icon, must be at least 512X512
    
              
    
              
    
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    PNG_MASTER="icon-large.png"
    
              
    
          
    
    
    
  
    

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          pfx_converter  pfx_converter          Public
        
    
      
    


      
    
        
      
    

      
    
          
  
  Shell


      
    
    
    
  
    

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          broken-link-scanner  broken-link-scanner          Public
        
    
      
    


      
    
        
      
    

      
    
          
  
  Python


      
    
    
    
  
    

    5.