Ben Mumo

Experience

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  I Choose Life - Africa

  May 2018 - Aug 2018

  Project Attachè
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  I Choose Life - Africa

  May 2019 - Dec 2019

  Data Intern

  • Performed project's Monitoring and Evaluation tasks• Trained and mentored a team on data collection and extensive use of Excel as a data analytics tool.• Prepared weekly reports for different community interventions.

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  The Pathology Network

  Jan 2020 - May 2020

  Data Scientist

  • Tracked and gauged relevance of the available company data.• Proposed various ways to integrate AI into Pathology.

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  Grassroots Economics

  Jul 2020 - Mar 2021

  Data Scientist

  - Collaborated with Internal StakeholdersWorked closely with internal stakeholders to identify and gather analytical requirements for customer, product, and project needs.- Conducted Regression AnalysesPerformed regression analyses to explore and understand the relationships between transaction modes and various influencing variables.- Delivered Quarterly Analytical SummariesProvided comprehensive analytical summaries on a quarterly basis, offering insights and recommendations to drive business strategy.- Identified Emerging Patterns and Customer BehaviorsMonitored data trends to identify new patterns and shifts in customer behavior as data became available.- Managed and Cleaned Large DatasetsHandled large datasets daily, employing rigorous data cleaning techniques to ensure data integrity and usability. Show less

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  Jenga Kenya

  Oct 2020 - Dec 2020

  Data Analyst

  • Was actively involved in updating and retrieving client data in the company's system on a daily basis.• Built a loan credibility prediction model with the help of the Decision Tree Algorithm.• Offered ICT support to the company.

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  TheBhub

  Feb 2021 - Jun 2022

  Lead Data Scientist

  - Established Data Warehouses and ETL PipelinesArchitected and maintained robust data warehouses and ETL pipelines, ensuring seamless data flow and accessibility across the organization.- Engineered and Deployed APIs with Flask and AWSDesigned and built RESTful APIs using Python and Flask, deploying them on AWS to ensure high availability and scalability.- Led Sentiment Analysis for Stock Market PredictionsConducted a sentiment analysis project utilizing event data from Gazette Notices, focusing on stock market prediction through extensive data cleaning and preparation.- Provided Advanced Business Analytics and Strategic RecommendationsDelivered in-depth analysis and strategic recommendations to solve complex business challenges, leveraging data from internal and external sources to drive growth and profitability.- Leveraged Data Analytics for Business DevelopmentApplied advanced analytics to optimize business processes, drive productivity, and refine marketing strategies, including customer lifecycle modeling and monetization strategies. Show less

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  Upwork

  Jun 2022 - May 2023

  Data Scientist

  -Briefly worked for a machine learning project as a code contributor.-Took on web scraping projects from three different clients.-Ran essential daily, weekly and monthly KPI metric reports for client for 2 months.-Deployed predictive analytics model for a client, to forecast future sales for his products.

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  Incentro Africa

  Apr 2023 - now

  Data Engineer

  ● Implement robust data pipelines using Google Cloud Functions, Apache Beam(Dataflow) and Pub/Sub for real-time data ingestion, improving data flow automation and reliability.● Utilize Python and SQL programming to develop custom data extraction, transformation, and loading scripts.● Build integrations to facilitate seamless data transfer, reducing reliance on third-party tools.● Enhance decision-making by developing interactive dashboards and reports in Looker.● Work with cross-disciplinary teams to ensure data strategies support business goals.● Design and implement data architecture diagram flows for clients.● Conduct training workshops to empower client teams for sustainable solutions.● Design and build RESTful APIs using Python and Flask for our clients and deploy them on Google's API Gateway Show less

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  Copia Global

  Jun 2023 - May 2024

  Data Engineer Via Incentro

  ● Built custom integrations to facilitate seamless data transfer, reducing reliance on third-party tools.● Implemented a Looker project end-to-end.● Set up Google Apps Script to automate real time data update in their Google Sheets reflect on BigQuery tables.● Established data governance frameworks ensuring accuracy and compliance.● Created ETL pipelines to consolidate diverse data sources, ensuring seamless integration of complex datasets.