Lily Williams
@lilywilliams
Experimental nanophysics instrumentation specialist blending hands-on engineering with ML and data skills.
What I'm looking for
I am an experimental nanophysics and instrumentation specialist with extensive hands-on experience designing, building, and operating custom cryogenic AFM systems and precision instrumentation for nanoelectronic and imaging applications. I combine strong electronics, mechanics, and cryogenics skills with Python/MATLAB data analysis and ML-informed workflows to deliver reproducible, high-quality R&D results.
My work includes precision micro-soldering for cryogenic setups, development of documentation and imaging protocols, creating large-scale geospatial databases, and publishing peer-reviewed research on optical materials. I prioritize safety, clear lab documentation, and integrating AI/ML into physics workflows to accelerate experimental throughput and insight.
Experience
Work history, roles, and key accomplishments
Physics AI Integration Specialist
DataAnnotation AI
Jan 2025 - Present (1 year)
Provide expert feedback on large LLM responses to complex physics queries, create evaluation rubrics for AI response quality, and advise on AI integration into physics and R&D workflows.
Nanodevice Instrumentation Research Physicist
McGill University
Jan 2023 - Present (3 years)
Designed, operated, and maintained custom cryogenic AFM systems for nanoelectronic device characterization and performed precision micro-soldering and troubleshooting of vacuum instrumentation.
Physics Teaching & Laboratory Assistant
University of Canterbury
Jan 2022 - Jan 2025 (3 years)
Led undergraduate lab classes emphasizing hands-on experimental methods, trained students in instrumentation handling, measurement, and data acquisition best practices.
Machine Learning & Data Science Intern
Starboard Maritime Intelligence
Jan 2022 - Jan 2023 (1 year)
Built a large real-time maritime port database and developed internal tools to improve ML workflows for geospatial data processing, enhancing data availability for downstream models.
Medical Imaging Instrumentation Analyst
University of Canterbury
Jan 2022 - Dec 2022 (11 months)
Evaluated detector performance in synchrotron X-ray imaging systems using image quality metrics and automated Python/MATLAB analysis to improve throughput and reproducibility.
Crystal Synthesis & Optical Spectroscopy
Dodd-Walls Centre
Jan 2021 - Dec 2022 (1 year 11 months)
Synthesized and characterized lanthanide-doped YSO microcrystals, operated FTIR/XRD/tunable lasers, and published peer-reviewed results on optical materials for photonic applications.
Engineering Officer Under Training
Royal New Zealand Air Force
Jan 2019 - Dec 2020 (1 year 11 months)
Assisted with Seasprite helicopter maintenance and avionics, applied engineering practices in safety-critical environments, and supported inspections and systems engineering tasks.
Education
Degrees, certifications, and relevant coursework
McGill University
Master of Science, Experimental Nanophysics and Instrumentation Design
Grade: 3.8/4.0
M.Sc. in Experimental Nanophysics and Instrumentation Design focused on development and operation of custom low-temperature AFM systems for quantum dot nanodevice characterization.
University of Canterbury
Bachelor of Science, Physics & Computer Science
Grade: 6.9/9.0 (US 3.6/4.0)
Bachelor of Science in Physics and Computer Science with coursework and research in X-ray imaging systems analysis and optical spectroscopy for lanthanide-doped microcrystals.
Availability
Location
Authorized to work in
Job categories
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