Samuel Michael
Middletown,OH
Summary
Detail-focused Data Scientist with knowledge in data processing, manipulation and analysis. Ability to handle multiple projects, retaining the ability to problem-solve critic issues in a timely manner. Ready to take on responsibilities and grow alongside peers in the field.
Overview
6
6
years of professional experience
Work History
Business/Data Analyst
Reynolds And Reynolds
1 Reynolds Way, Dayton, OH 45430
05.2023 - Current
- Scripting in Python, querying in both ClickHouse and MySQL.
- Used Confluence to document information and JIRA to allocate work during sprints and keep track of tickets.
- Created dashboards to monitor and track key performance indicators.
- Utilized data visualization techniques to present and explain complex data sets.
- Generated well over 40 ad-hoc reports to evaluate specific business requirements and metrics.
- Documentation and monitoring over 100+ frontend events, creating dashboards to set up alerts for certain events.
- Optimized database structures for better performance, leading to faster query responses and more efficient reporting.
- Implemented advanced visualization tools, enabling stakeholders to easily understand complex data patterns and trends.
Evaluator
TELUS International
01.2022 - Current
- Analyzed search queries, evaluated on relevant information displayed and processed.
- Optimized website content and images to improve search engine rankings.
Troubleshooter
Astrix
06.2021 - 01.2022
- Delivered prompt service, over 20 customers reached every hour.
- Diagnosed hardware, software and network issues, troubleshooting them after.
- Worked with sales, marketing, and management teams to develop solutions and accomplish shared objectives.
Technician
AstraZeneca
06.2020 - 06.2021
- Implemented internal quality standards to secure electronic records integrity.
- Monitored and documented work performance in maintenance logs in compliance with company guidelines.
- Troubleshot equipment breakdowns and performed preventive maintenance.
Team Member
Menards
06.2019 - 06.2020
- Gathered, organized and input information into a digital database of products.
- Maintained database systems to track and analyze operational data.
- Updated tracking spreadsheets for process monitoring and reporting stock.
Research Assistant
Miami University
05.2018 - 07.2018
- Retrieved samples from their respective habitats, including streams and rivers.
- Performed statistical, qualitative, and quantitative analysis, using survivorship and metabolic tests.
- Gathered, arranged, and corrected research data to create representative graphs for information visualization.
Education
M.D. - Data Science
Eastern University
10.2022
Bachelor of Arts - Biology
Miami University
05.2020
Skills
Data Science
- Data Manipulation
- Data Visualization (Tableau, Power BI, Qlik)
- Machine Learning
- Statistical Analysis and Modeling
- Microsoft Suite
Programming
- Python (Matplotlib, NumPy, Pandas, Scikit-Learn)
- R Programming (ggplot, Tidyverse, dplyr)
- Database Design & Management (SQL)
Biology
- Educational Research
- Complex Problem-Solving
Projects
Applied Data Science Capstone
- Took complex, high level biological data pertaining to the effect of heat on marine corals and created a holistic and appealing data-based presentation.
- Extracted and combined 40+ datasets based on similar columns.
- Analyzed future temperatures and bleaching using both linear and Poisson regressions.
- Determined data viability through calculating mean-squared error per training and testing instance to achieve reliable models.
- Relayed analyzed data through a Qlik dashboard, displaying Percent Coral Bleached and Mean Temperature by Year and Country.
Relevant Coursework
- Fundamentals of Data Science
- Introduction to Statistical Modeling
- Principles of Python Programming
- Information Visualization
- Data Analytics in R
- Data and Database Management with SQL
- Foundations of Machine Learning Models
- Applied Machine Learning
- Ethical and Philosophical Issues in Data Science
- Microorganisms & Human Disease
- Evolutionary Biology
- Statistics
- Epidemiology
- Conservation Biology.
Timeline
Business/Data Analyst
Reynolds And Reynolds
05.2023 - Current
Evaluator
TELUS International
01.2022 - Current
Troubleshooter
Astrix
06.2021 - 01.2022
Technician
AstraZeneca
06.2020 - 06.2021
Team Member
Menards
06.2019 - 06.2020
Research Assistant
Miami University
05.2018 - 07.2018
M.D. - Data Science
Eastern University
Bachelor of Arts - Biology
Miami University