Parhat
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Senior engineering · Applied AI · Ireland

Engineering experience.

Production AI, computer vision, and backend systems, alongside hiring and mentoring engineering teams.

Track record

~$500M

annual savings from a patented computer-vision manufacturing system

80%

stoppage reduction at selected conveyor-line bottlenecks

30+

engineers interviewed, hired, and onboarded across multiple levels

15+

engineers mentored toward senior roles

Patents

Granted US patent

Systems and Methods for Monitoring Chain Health

US patent application

Systems and Methods for Identifying and Alerting Footprint Over-Cycle Risks on Multi-Product Assembly Lines

Technical focus

Production AI & Data Systems

  • ▸Python services, data pipelines, and manufacturing analytics
  • ▸Computer vision and ML with PyTorch, TensorFlow, and YOLO
  • ▸LLM and agent workflows with source references

Backend & Infrastructure

  • ▸Microservices, distributed systems, REST APIs, Kubernetes, RabbitMQ, and CI/CD
  • ▸Production diagnostics, reliability, and security

Leadership & Delivery

  • ▸Technical strategy, architecture, and delivery
  • ▸Coordination between engineering and operations
  • ▸Hiring, onboarding, and mentoring

Employment

Software Engineering Lead

General Motors

Aug 2017 to Feb 2026

  • ▸Architected and led a patented computer-vision system across data ingestion, ML pipelines, and production deployment, generating roughly $500M in annual savings.
  • ▸Designed optimisation systems that reduced conveyor-line stoppages at critical bottlenecks by up to 80% and translated operational problems into engineering roadmaps.
  • ▸Coordinated engineering, industrial engineering, operations, and senior leadership to set technical priorities.
  • ▸Hired and onboarded 30+ engineers, mentored 15+ engineers, and ran technical learning sessions for 20-30 developers.

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