TREVOR MACHEKA
8544 Southlands Park, Harare, ZW
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linkedin.com/in/trevormacheka/
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WORK EXPERIENCE
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BITE Data, Massachusetts, US
October 2023 – present
Analyst
● Clean, analyze, and ingest billions of data points from global screening and supply chain lists to help clients navigate
regulatory complexities with confidence.
● Designed, maintained and improved our opensearch queries by 10% using the different filters for faster boolean
matching.
Athstat Gaming, Massachusetts, US
Data Scientist
October 2021 – September 2023
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Collaborate with sports teams to understand their operational and strategic data analysis needs, customizing Athstat's
analytical tools and creating tailored dashboards and visualizations by ingesting, cleaning, and analyzing data to best
serve their objectives.
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I wrote reusable code to scrape rugby data using APIs for all competitions available on ESPN that everyone on the team
can use and developed a model with a 75% accuracy rate to predict match results (wins, losses, and draws) in the EPL.
Perceive Now, Cincinnati, OH
Data Scientist(Consultant)
October 2022 – December 2022
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Mitigating and ensuring job failures get resolved in a timely manner, verifying and ensuring data quality.
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Designed and developed the company’s first OpenSearch keyword classification queries to meet data engineering team
requirements, ensuring new data sources aligned with our data structure, and maintained the health of the OpenSearch
cluster by identifying and resolving storage issues.
Econet Wireless, Harare, ZW
Data Science Intern
June 2019 - August 2020
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Daily reporting on subscriber activities on the network as well as tracing network faults and providing recommendations.
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Write and optimize SQL or Python scripts to manipulate, transform, and format data, while fulfilling ad-hoc reporting
requests from business stakeholders using BI tools like Qlik Sense.
Telecel Zimbabwe, Harare, ZW
May 2017 - July 2017
Customer Support
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Handled 200-220 calls daily, explaining company policies, products, and services to customers while addressing and
resolving any issues to ensure they fully understood how everything works.
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PROJECTS
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URC League Overview Dashboard
● Developed player and team dashboards to analyze the overall performance of all 16 teams and their
players in the URC 2021/2022 league season.
July 2023
Skills & Other : Python, Opensearch, Python, REST APIs, HTML & CSS, GIT, ELK Stack, Tableau, SQL
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EDUCATION
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Midlands State University, Gweru, Zimbabwe
Bachelor of Science, Information Systems
Graduated November 2021
