
Timeline
About me
Senior Artificial Intelligence Engineer focussing on research laboratories
Education

University of bath
2009 - 2013Master of physics (mphys) physics 2nd class upper divisionActivities and Societies: Japanese Society and Japanese Classes Fencing 4 year integrated master's in physics with a 6 month research project in the final year.

University of bath
2013 - 2017Doctor of philosophy - phd theoretical and mathematical physics phd awardedActivities and Societies: Japanese society and Japanese classes Regular squash Throughout my postgraduate studies I used simulation to model charge transport in organic semiconductors. Starting with a molecular structure, bulk structure was modeled through a series of different iterative methods. Once a bulk structure was determined, quantum chemistry was applied to determine charge hop coefficients for electrons/holes between different molecular sites within the bulk structure. Finally using the structure and coefficients a Kinetic Monte Carlo method was employed with… Show more Throughout my postgraduate studies I used simulation to model charge transport in organic semiconductors. Starting with a molecular structure, bulk structure was modeled through a series of different iterative methods. Once a bulk structure was determined, quantum chemistry was applied to determine charge hop coefficients for electrons/holes between different molecular sites within the bulk structure. Finally using the structure and coefficients a Kinetic Monte Carlo method was employed with contacts placed on either side of the bulk material to determine the charge properties of the molecule when in bulk formation.In addition to the research, I was an active member of the department, teaching undergraduate labs, 1st and 2nd year problems classes, and co-wrote/taught/assessed a 3rd year computational physics module. Show less
Experience

Cross compass, ltd.
Oct 2017 - Aug 2018Software engineerFirst position as an AI engineer at a company focused on industrial based AI. Learned the fundamentals of AI, primarily in Tensorflow, and worked on a variety of anomaly detection projects, and also video action recognition for building sites.

Neural pocket inc.
Sept 2018 - Dec 2021As Senior Manager and head of the Technology Incubation Team I have been in charge of rapid prototyping, working with both novel hardware and developing AI software systems. The majority of the projects have been working alongside local governments to help them realise their smart city ambitions. I have worked with a plethora of datatypes including (but not limited to):Voice samples - used for voice sentiment analysisVideo data - time series information on traffic/people flowImage data - facial recognition, anomaly detection, crowd count estimation, OCR for japanese licence platesIn addition I have worked closely with our simulation engineer to learn the fundamentals of synthetic data creation in Unity and co-wrote a case study which can be found at the link below.On top of these responsibilities I have actively participated in Japan Deep Learning Association events and was a 1st round judge on their recent DCON AI competition for students across Japan Show less
Senior Manager
Jan 2021 - Dec 2021Software Engineering Manager
Jun 2019 - Dec 2020Software Engineer
Sept 2018 - Jun 2019

Reach industries
Mar 2022 - nowSenior Artificial Intelligence Engineer
Jul 2023 - nowComputer Vision Engineer
Mar 2022 - Jul 2023
Licenses & Certifications

Japanese language proficiency test n3
The japan foundationJan 2018
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