Alex Quao
Accra
Summary
I am a confident and dynamic Data Scientist, budding Researcher, and dedicated Educator driven by a relentless pursuit of excellence. My passion for Data Science, with a strong focus on Machine Learning, fuels my desire to address real-life challenges and contribute to the creation of a better world. Through my work, I aim to make a meaningful impact in Ghana, Africa, and beyond. I am a diligent and fast learner, always eager to embrace new challenges that allow me to harness my technical abilities in AI and Machine Learning to tackle real-life issues. My aim is to leverage technology to help shape a utopian version of our society, where innovation and progress improve lives and solve pressing global problems.
Overview
4
4
years of professional experience
1
1
Certification
Work History
DATA SCIENCE INSTRUCTOR
University of Ghana - Computer Science Professional Certification Program
2023.01 - Current
- Design and deliver comprehensive Data Science courses, blending theoretical knowledge with practical, hands-on exercises
- Develop and update course materials to ensure alignment with current industry standards and technological advancements
- Provide mentorship and guidance to students, helping them to apply data science concepts to real-world problems
- Assess student performance through projects, exams, and practical assignments, providing constructive feedback to support their learning journey
- Collaborate with fellow instructors to continuously improve the curriculum and integrate emerging trends in Data Science and Machine Learning.
RESEARCH ASSISTANT
University of Ghana
2020.10 - 2023.11
- A Research and Teaching Assistant responsible for ensuring students report to class by taking attendance and providing extra assistants to students through practical tutorial sessions and one-on-one tutoring
- I also assisted undergraduate and master's final-year students with their final research projects in Data Science and Machine Learning.
IT CONSULTANT
Ensmark Company LTD - Accra
Accra
2021.10 - 2022.11
- Outlined research findings in detailed documentation to support decision making by project managers, clients, and other marketing team members
- Part of a 32-Member team that upgraded Bank of Ghana's ERP system
- Providing support for a range of build and deployment issues as well as assisting in configuration, security, infrastructure, platform, database, and change management issues with Oracle E-Business Suite client.
Education
Master's degree in Computer Science -
University of Ghana
Legon09.2023
Bachelor's degree in Information Technology -
University of Ghana
Legon11.2020
Secondary School Education -
Accra Academy
Accra05.2016
Skills
- Research
- Google Colab
- Microsoft Office
- Oracle EBS
- MySQL
- Data science
- Machine learning
- Java
- C++
- Python
- Pytorch/TensorFlow
- DSA
Machine learning projects
STUDENT RETENTION ANALYSIS
- Developed and evaluated various machine learning algorithms to predict student dropout risk.
- Conducted a comparative analysis to identify the most effective algorithms for improving student retention in virtual learning environments.
- Focused on personalizing learning experiences based on predictive insights.
- Executed thorough data interpretation to extract meaningful insights from the data, ensuring that results were actionable for educational stakeholders.
INSURANCE CLAIM PREDICTION
- Created a predictive model to estimate insurance claim amounts based on a variety of customer data including age, gender, smoking status, number of children, diabetic status, transaction details, and claim history.
- Completed data preprocessing, exploratory data analysis, feature selection, model selection, and hyperparameter tuning stages.
- Executed thorough data verification and validation processes to enhance model precision.
ALZHEIMER'S DISEASE RESEARCH
- Incorporated longitudinal and behavioral data into Alzheimer's disease research to better understand disease progression.
- Improved predictive models and developed effective interventions based on data analysis and insights.
Certification
- Certified Oracle Cloud Infrastructure Architect Associate
- Certified Oracle Cloud Infrastructure Architect Professional
Websites
References
References available upon request.
Timeline
DATA SCIENCE INSTRUCTOR
University of Ghana - Computer Science Professional Certification Program
2023.01 - Current
IT CONSULTANT
Ensmark Company LTD - Accra
2021.10 - 2022.11
RESEARCH ASSISTANT
University of Ghana
2020.10 - 2023.11
- Certified Oracle Cloud Infrastructure Architect Associate
- Certified Oracle Cloud Infrastructure Architect Professional
Master's degree in Computer Science -
University of Ghana
Bachelor's degree in Information Technology -
University of Ghana
Secondary School Education -
Accra Academy
Similar Profiles
Kalani GilmanKalani Gilman
Office Assistant at Computer Science Undergrad ProgramOffice Assistant at Computer Science Undergrad Program
Md. Sabbir Hossain S.Md. Sabbir Hossain S.
Data Analytics at computer science professionalData Analytics at computer science professional
Akua Boadiwaa Amoh-yeboahAkua Boadiwaa Amoh-yeboah
Field Epidemiologist/Mentor at Ghana Field Epidemiology and Laboratory Training Program (GFELTP), School of Public Health, University of GhanaField Epidemiologist/Mentor at Ghana Field Epidemiology and Laboratory Training Program (GFELTP), School of Public Health, University of Ghana