Hawke's Work on AI Real-Time & Asynchronous ASR NLP Multilingual Translation Systems

Summary of achievements I had building a custom real-time AI Translation system for video meetings and online live classrooms, that outperformed Google by 150% in speed, and 30% in accuracy, as well as other related platforms at the time.

William "Hawke" Hawkes-Robinson

Technology Innovation & Digital Transformation Leader

Enterprise Architect AI/ML Expert Technology Leader

Career Impact Overview

Scale & Scope

  • • Operations across 6 continents and 150+ countries
  • • Teams of 200+ staff
  • • $20B+ enterprise experience
  • • 99.999% infrastructure uptime

Innovation Impact

  • • 900+% database performance gains
  • • 400+% SDLC efficiency increase
  • • 90+% infrastructure cost reduction
  • • 14+ real-time ASR NLP language AI translation system

Technical Leadership

  • • 15+ years C-level experience
  • • 20+ years hands-on development
  • • 25+ years infrastructure design
  • • Multi-billion dollar budgets

Major Technical Achievements

AI Translation System

Built real-time ASR/NLP system outperforming Google Translate:

  • 150% faster processing
  • 30% better accuracy
  • 14+ languages supported real-time
  • Read full case study →

Video Platform Scaling

Scaled from 200 to 60,000+ concurrent users in 3 months

  • 99.999% uptime maintained
  • 90% cost reduction
  • Through R&D iterations reduced ASR NLP per-server component (Kubernetes auto-scaling) from 8-16GB RGB RAM & 1 vCPU while increasing performance, quality, and lowering latency.
  • Custom-built infrastructure
  • Read full case study →

Technical Leadership Experience

Leading AI-enhanced educational platform development

Technical Impact

  • • Custom LLM development
  • • Real-time ASR/NLP systems
  • • Multi-platform architecture

Leadership Impact

  • • 30-person technical international team
  • • Complete infrastructure design
  • • Strategic technology roadmap

View detailed experience →

Technical Expertise

AI/ML Technologies

  • • Custom LLM Development
  • • TensorFlow, PyTorch, Keras
  • • Natural Language Processing
  • • Neural Networks & Deep Learning
  • • MLOps & AI Pipeline Development

Cloud & Infrastructure

  • • AWS, Azure, Google Cloud
  • • Kubernetes, Docker Orchestration
  • • Terraform, Ansible
  • • Microservices Architecture
  • • High-Availability Systems

Development & DevOps

  • • Full Stack Development
  • • CI/CD Pipeline Architecture
  • • Test Automation
  • • Infrastructure as Code
  • • Performance Optimization