Magno C.
Electronic Assembler @Unibox
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WORK HISTORY
Electronic Assembler @Unibox
Manchester, GB
Short-term hands-on electronics role supporting assembly, inspection, and functional testing.Key work:• Tested battery-powered LED units for basic function and quality.• Supported practical electronics assembly and inspection in a production environment.• Built hands-on awareness of hardware reliability, test discipline, and manufacturing constraints.
EDUCATION
INTO Newcastle University
Into Foundation Certificate Physics Science & Engineering, ENGINEERING
Newcastle University
Master of Engineering - MEng, Electronic and Communications Engineering
ABOUT MAGNO C.
I build practical AI-assisted workflows, internal tools, and human-reviewed automation systems.My background is in embedded software, product engineering, validation, prototyping, technical testing, and customer-facing engineering support. I work best on ambiguous problems where the goal is to turn unclear requirements into structured, testable, reliable systems.My current focus is applied AI workflow automation: helping teams turn messy operational requests into structured outputs, risk flags, suggested next actions, and reviewable decisions. I am especially interested in internal tools, civic/public-interest workflows, responsible AI boundaries, and systems that keep humans in control of final decisions.Recent public proof:• AI Civic Workflow Sandbox — a sanitised Python demo for request triage, structured extraction, risk assessment, evaluation planning, and human review.• GitHub — https://github.com/MagnoCarlosCore strengths:• Python, C/C++, GitHub• Embedded software and product validation• Prototyping and technical demos• Test strategy and evaluation criteria• AI workflow design and structured outputs• Responsible AI and human-in-the-loop review• Portuguese and English communication
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