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Consultant Data Scientist & Mathematician
Luthais McCash
,
London, United Kingdom
Experience
Other titles
Skills
I'm offering
As a hardworking individual, I am dedicated, motivated and passionate about the task at hand, with a result driven mindset, and a unique skill for attention to detail and analysis. I am efficient and effective in delivering results to the highest standard. Punctuality and going the extra mile to ensure the job is done right allows me to continue developing my success, nurtured by my ability to use initiative, work independently, and contribute to a team when required, I am an industrial consultant in the energy sector, and advise Higher Institutions on course content for MSc programmes in Data Science & Statistics. Expert in Unsupervised Learning algorithms.
Links for more
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Language
English
Fluently
Ready for
Larger project
Ongoing relation / part-time
Full time contractor
Available
My experience
2020 - ?
freelance
Lead Data Consultant
The Investoo Group.
Contract
As the Lead Data Consultant of Cryptocurrency Lead Generation company, The Investoo Group, I take full and
exclusive ownership of "Data" within the company including the company dashboards and visualisations in Data Studio as well as having a holistic knowledge of the end-to-end infrastructure.
• Key point of contact for all Data related matters
• Proactively provide senior management and stakeholders with insight on company performance and areas for growth and opportunity
• Overseeing technological lead and development in environments such as DataStudio, SQL, GCP and BigQuery
• Developing simultaneous and seamless product development
• Providing strategic and advanced consultancy on end-to-end product development
• Enhancing profitability and development of business trajectories.
• Develop, plan and organise data-driven projects in line with client and organisational goals
• Reporting to senior members of management and stakeholders
As the Lead Data Consultant of Cryptocurrency Lead Generation company, The Investoo Group, I take full and
exclusive ownership of "Data" within the company including the company dashboards and visualisations in Data Studio as well as having a holistic knowledge of the end-to-end infrastructure.
• Key point of contact for all Data related matters
• Proactively provide senior management and stakeholders with insight on company performance and areas for growth and opportunity
• Overseeing technological lead and development in environments such as DataStudio, SQL, GCP and BigQuery
• Developing simultaneous and seamless product development
• Providing strategic and advanced consultancy on end-to-end product development
• Enhancing profitability and development of business trajectories.
• Develop, plan and organise data-driven projects in line with client and organisational goals
• Reporting to senior members of management and stakeholders
Sql, Product development, Management, Growth, Infrastructure, Development, Cryptocurrency
2019 - ?
job
Honorary Industrial Fellow
Department of Mathematics, University of Leicester.
Currently I am a member of staff at the University of Leicester with an Honorary Industrial Fellow position. My
responsibilities include developing collaborative links between industry and academia and helping to secure
joint sector funding grants. I work in both the Department of Mathematics, and the School of Physics & Astronomy. Key academic activities include:
• Lecturer in Machine Learning & Neural Networks component of Level 4 MSc Programme. I also co-
supervise MSc Projects and contribute to writing final degree exam papers.
• Primary Supervisor BSc Dissertation students Level 3 Mathematics course. Applications of mathematical modelling to industrial problems. Industrial Mentor / Supervisor for MSc Thesis student.
responsibilities include developing collaborative links between industry and academia and helping to secure
joint sector funding grants. I work in both the Department of Mathematics, and the School of Physics & Astronomy. Key academic activities include:
• Lecturer in Machine Learning & Neural Networks component of Level 4 MSc Programme. I also co-
supervise MSc Projects and contribute to writing final degree exam papers.
• Primary Supervisor BSc Dissertation students Level 3 Mathematics course. Applications of mathematical modelling to industrial problems. Industrial Mentor / Supervisor for MSc Thesis student.
Machine learning, Writing, Mentor, Neural networks
2019 - 2020
freelance
Freelance Consultant Lead
Data Science.
Working in a freelance capacity for ALLO Energy, a Scottish energy company pioneering Energy Disaggregation, and environmental sustainability. I advise the Executive Level Directors on matters of scientific and technological
importance, as well as providing technical consultancy on Artificial Intelligence.
• Developing AI models in Energy Disaggregation
• Optimisation of AI modelling and neural network classification
• Responsible for developing new methods and techniques of AI / ML / DL for Energy Disaggregation
• Senior advisor to directors on scientific and technological issues / developments
• Responsible for scientific and technological oversight, innovation and R&D
• Overall responsibility for product development and assurance, quality control and system delivery
• Delivery of targets and ensuring environmental impact and sustainability steering is robust and underway
importance, as well as providing technical consultancy on Artificial Intelligence.
• Developing AI models in Energy Disaggregation
• Optimisation of AI modelling and neural network classification
• Responsible for developing new methods and techniques of AI / ML / DL for Energy Disaggregation
• Senior advisor to directors on scientific and technological issues / developments
• Responsible for scientific and technological oversight, innovation and R&D
• Overall responsibility for product development and assurance, quality control and system delivery
• Delivery of targets and ensuring environmental impact and sustainability steering is robust and underway
Product development, Innovation, Artificial Intelligence, R, Sustainability, Optimization, Network, Development, Ai, Energy, Energy
2019 - 2019
job
Lead Data Scientist
People's Energy.
In this young, vibrant energy company, I oversaw the mathematical modelling and data science within the organisation. Much of the work I undertake is providing strategic advice to aid trading strategies. Currently I am
predicting our demand and the price of utilities in the market. My predictions to data supersede 97% accuracy.
Key areas of consultancy are OR, Optimization, Predictive Modelling. I Head up the Computational and Mathematical Modelling & Simulation function within the organisation. I also form part of the Strategic Trading
Committee as a Senior Advisor. Unsupervised Learning consultancy for marketing and communication
applications to perspective consumer base.
• Managing and developing a team of scientists
• Developing Python based algorithms using big data PySpark and API development
• Expert in Unsupervised Learning
• Writing new ANN algorithms, and developing ANN libraries to solve problems - namely demand and price forecasting.
• Developing mathematical models, and new activation functions in order to better analyse and compute predictive results in cases of extreme non-linearity
• Developing new mathematical and computational models to better increase accuracy in cases of high
non-linearity / stochasticity
• Developing mechanisms to deal with small data sets, and overfitting of network
• rigorous mathematical and computational modelling of probabilistic vector analysis to better train
• Developing higher accuracy in modelling based on existing LSTM frameworks
• Lead data mining and assimilation
• Lead data gathering, analysis, interpretation and presentation
• Build analytical systems and predictive models
• Advice on strategic trading methods based upon predictions
• Business analytics using data inference, to target what marketing campaigns to use, and to what
audience
predicting our demand and the price of utilities in the market. My predictions to data supersede 97% accuracy.
Key areas of consultancy are OR, Optimization, Predictive Modelling. I Head up the Computational and Mathematical Modelling & Simulation function within the organisation. I also form part of the Strategic Trading
Committee as a Senior Advisor. Unsupervised Learning consultancy for marketing and communication
applications to perspective consumer base.
• Managing and developing a team of scientists
• Developing Python based algorithms using big data PySpark and API development
• Expert in Unsupervised Learning
• Writing new ANN algorithms, and developing ANN libraries to solve problems - namely demand and price forecasting.
• Developing mathematical models, and new activation functions in order to better analyse and compute predictive results in cases of extreme non-linearity
• Developing new mathematical and computational models to better increase accuracy in cases of high
non-linearity / stochasticity
• Developing mechanisms to deal with small data sets, and overfitting of network
• rigorous mathematical and computational modelling of probabilistic vector analysis to better train
• Developing higher accuracy in modelling based on existing LSTM frameworks
• Lead data mining and assimilation
• Lead data gathering, analysis, interpretation and presentation
• Build analytical systems and predictive models
• Advice on strategic trading methods based upon predictions
• Business analytics using data inference, to target what marketing campaigns to use, and to what
audience
Algorithms, UP, Pyspark, Energy, Utilities, Energy, Science, Organization, Development, Network, Marketing, Analytics, Data mining, Big Data, Forecasting, Data Science, Writing, API, Python
2017 - 2018
job
Head of Risk & Lead Data Scientist
Kenton & Miles Group.
This legal and fiduciary consulting company contracted me to consult for their clients in the aviation and energy
sectors. Providing mathematical modelling, statistical and data analysis and overseen a team of scientists.
Particular focus was in optimization, operational research and data science. Key areas of consultancy were Fluid
Mechanics, Optimization, and Predictive Modelling. Working for this consultancy, I have direct end-to-end
experience and can develop and take a product to market.
• Overseeing and managing a team of analysts
• Developing new NLP algorithms for clients, reporting to senior stakeholders and external consultancy
clients.
• Developing new methods for NLP to numerical data for analysis.
• Building simulations and predictive models
• Developed modelling algorithms in relation to deriving risk strategies
• Using data science to perform understanding of quotative risk problems and provide solutions
• Highly skilled in computational mathematics and statistics
• Modelling fluid flow & optimization problems for clients
sectors. Providing mathematical modelling, statistical and data analysis and overseen a team of scientists.
Particular focus was in optimization, operational research and data science. Key areas of consultancy were Fluid
Mechanics, Optimization, and Predictive Modelling. Working for this consultancy, I have direct end-to-end
experience and can develop and take a product to market.
• Overseeing and managing a team of analysts
• Developing new NLP algorithms for clients, reporting to senior stakeholders and external consultancy
clients.
• Developing new methods for NLP to numerical data for analysis.
• Building simulations and predictive models
• Developed modelling algorithms in relation to deriving risk strategies
• Using data science to perform understanding of quotative risk problems and provide solutions
• Highly skilled in computational mathematics and statistics
• Modelling fluid flow & optimization problems for clients
Data Analysis, Data Science, Research, Consulting, Algorithms, Statistics, NLP, Science, Energy, Energy, ME
2012 - 2014
job
Research Associate
unknown.
Research Scientist working between the Universities of Dundee and Abertay in the field of mathematical
oncology, developing mathematical models for gene regulatory networks and studying metastatic tumour
migration. Used mathematics inclusive of Stochastic modelling, PDEs, computational simulations. Research
Associate working on bioinformatics and statistical modelling problems to understand repositioning of gene
tolerances. Similar responsibilities as to above, as well as extensive mathematical modelling of Genetic Feedback
Loops and Stochasticity.
oncology, developing mathematical models for gene regulatory networks and studying metastatic tumour
migration. Used mathematics inclusive of Stochastic modelling, PDEs, computational simulations. Research
Associate working on bioinformatics and statistical modelling problems to understand repositioning of gene
tolerances. Similar responsibilities as to above, as well as extensive mathematical modelling of Genetic Feedback
Loops and Stochasticity.
Research, Regulatory, Bioinformatics
My education
2019
-
?
n/a
Doctorate, Publication
Doctorate, Publication
?
-
2013
University of Dundee
N/a, CertHE
N/a, CertHE
?
-
2012
Dundee College
Hndhncorequivalent, Research Outcomes
Hndhncorequivalent, Research Outcomes
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