プロフィール詳細

プロジェクトを作成

★★★★★

☆☆☆☆☆

★★★★★

☆☆☆☆☆

Dr. Adeayo S.に依頼

United Kingdom

Data Scientist | Consultant | Lecturer & Trainer | Researcher | Chartered Engineer | PhD | Public Speaking & Writing

プロフィール概要

Data Scientist and Consultant, Lecturer, Researcher, Trainer, and Chartered Engineer ⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉ 👉 Technical Competencies 👈 ⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉ 🌟 Programming – Python, R. 🌟 Data Science/Analysis – Jupyter Notebook, PyCharm, Google Colab, Microsoft Excel, Power Query, DAX Expressions, Google Sheets. 🌟 Data Cleaning and Exploration – Pandas, NumPy. 🌟 Data Visualisation – Tableau, Power BI, Looker, Matplotlib, Plotly, Seaborn. 🌟 Machine Learning – Scikit-learn, PyCaret, Linear Regression, Decision Tree, Random Forest, ARIMA (Time series), XGBoost, Streamlit (deployment of data apps). 🌟 Database/Server – MySQL, PostgreSQL, Microsoft SQL Server, SQLite, Amazon Web Services (AWS) Redshift, Snowflake. 🌟 Statistical Analysis – Regression, Classification, P-value, ANOVA, Variance & Standard Deviation. 🌟 Project Management, Communication and CRM – Slack, Jira, Confluence, Salesforce, HubSpot. ⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉ 👉 Interests 👈 ⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉⑉ 🌟 Exploratory Analysis & Data Visualisation. 🌟 Predictive Modelling and Statistical Data Analysis in Python. 🌟 Machine Learning in Python. 🌟 Technical PhD, with published results of several complex statistical analyses & modelling. 🌟 Experience in Scientific and Engineering research and reporting. 🌟 Project Management, long-term team vision, Road Mapping. 🌟 Developing and delivering training, capacity building, and mentoring. 🌟 Public Speaking, training workshops and masterclass sessions at schools, colleges, industries, and universities – Spoken in over 15 countries. 🌟Editing – I can proofread (grammar, spelling, and punctuation checks), format (based on the requirements of your institution or publisher), and edit (flow, clarity, argument, structure, and internal consistency) of your document. 🌟 Technical documentation – I can create manuals, technical guides, training materials, or presentations for technical and non-technical audiences. 🌟 Personal and professional development – I write and share my work, academic and other life experiences on my website (https://drsotayo.com) to inspire people globally. 🌟 Technical consultation and collaboration on analytics and engineering projects (e.g., data analysis, literature review, report writing).

専門分野

• ★ Engineering
• ★ Data Analysis
• ★ Technical & Scientific Writing
• ☆ Materials Science & Engineering
• ☆ Structural Engineering
• ☆ Python
• ☆ SQL
• ☆ Excel
• ☆ Tableau
• ☆ Scikit-learn

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing, Copywriting

Research Market Research, Feasibility Study, Gray Literature Search, Systematic Literature Review, Secondary Data Collection

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Data Visualization, Big Data Analytics, Data Processing, Data Insights

職務経験

Research Fellow / Lecturer

Brunel University London

11月 2019 - 現在

Academic Supervisor

Nuffield Foundation

3月 2020 - 10月 2020

Academic Tutor

University of Liverpool

4月 2019 - 10月 2019

Postdoctoral Research Associate in Engineering

University of Liverpool

4月 2017 - 10月 2019

PhD Researcher in Engineering

Lancaster University

9月 2013 - 10月 2016

Design Engineer/Consultant

Loft Leg Ltd

11月 2014 - 6月 2015

学歴

PhD in Engineering

Lancaster University

9月 2013 - 2017

Mechanical Engineering (School of Engineering)

University of Liverpool

9月 2010 - 7月 2013

認定資格

• Chartered Engineer

  Engineering Council

  3月 2021 - 現在

出版物

JOURNAL ARTICLE

(2020). Review of state of the art of dowel laminated timber members and densified wood materials as sustainable engineered wood products for construction and building applications . Developments in the Built Environment.

Bouhala, L., Fiorelli, D., Makradi, A., Belouettar, S., Sotayo, A., Bradley, D.F., Guan, Z.(2020). Advanced numerical investigation on adhesive free timber structures . Composite Structures. 246.

Adeayo Sotayo, Sarah Green, Geoffrey Turvey(2019). Experimental investigation and Finite Element (FE) analysis of the load-deformation response of PVC fencing structures . Structures. 19. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 424--435. Elsevier {BV}

Adeayo Sotayo, Sarah Green, Geoffrey Turvey(2019). Experimental investigation and Finite Element (FE) analysis of the load-deformation response of PVC fencing structures . Structures. 19. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 424--435. Elsevier {BV}

Sotayo, A., Green, S., Turvey, G.(2019). Experimental investigation and Finite Element (FE) analysis of the load-deformation response of PVC fencing structures . Structures. 19. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 424-435.

El-Houjeyri, I., Thi, V.-D., Oudjene, M., Khelifa, M., Rogaume, Y., Sotayo, A., Guan, Z.(2019). Experimental investigations on adhesive free laminated oak timber beams and timber-to-timber joints assembled using thermo-mechanically compressed wood dowels . Construction and Building Materials. 222. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 288-299.

Sotayo, A., Green, S., Turvey, G.(2018). Development, characterisation and Finite Element modelling of novel waste carpet composites for structural applications . Journal of Cleaner Production. 183. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 686-697.

Sotayo, A., Green, S., Turvey, G.(2016). Experimental and Finite Element (FE) modelling of timber fencing for benchmarking novel composite fencing . Composite Structures. 158. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 44-55.

Sotayo, A., Green, S., Turvey, G.(2015). Carpet recycling: A review of recycled carpets for structural composites . Environmental Technology and Innovation. 3. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 97-107.

CONFERENCE PAPER

Guan, Z., Sotayo, A., Oudjene, M., El Houjeyri, I., Harte, A., Mehra, S., Haller, P., Namari, S., Makradi, A., Belouettar, S., et al.(2018). Development of adhesive free engineered wood products - Towards adhesive free timber buildings . WCTE 2018 - World Conference on Timber Engineering.

Sotayo, A., Au, S.-K., Guan, Z.(2018). Finite element modelling and testing of timber laminated beams fastened with compressed wood dowels . WCTE 2018 - World Conference on Timber Engineering.

El Houjeyri, I., Oudjene, M., Khelifa, M., Rogaume, Y., Sotayo, A., Guan, Z.(2018). Structural performance of double shear softwood and hardwood timber-to-timber joints assembled through densified wood dowels . WCTE 2018 - World Conference on Timber Engineering.