Jackline Ngenia

Experience

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  TeacherOn

  Aug 2020 - Dec 2021

  Mathematics Tutor

  Achievements✔️ Developed tutorial materials in their simplest forms for easy assimilation by tutee.✔️ Developed teaching and learning course for the tutee, with strategic outlining of topics for learning.✔️ Helped put through the tutee on analytical thinking and problem solving skills✔️ Helped tutee prepare for mathematical competitions.✔️ Organized meetings with parents on the progress of the tutee.

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  Omdena

  Feb 2022 - May 2022

  Junior Machine Learning Engineer

  Project name: Facilitating access to financial services for underserved populations in AfricaI collaborated in the Omdena AI with the impact startup Toju Africa within 8 weeks with 30+ change makers from all over the world to build an AI solution.Achievements:-✔️Developed a machine learning model that improved accuracy by 75% and reduced processing time by 85%✔️ Worked on the loan capacity prediction for the MSMEs given their different features. ✔️ Successfully performed preprocessing and analysis on the data. ✔️ Implemented models to predict minimum and the maximum loan amount, and the likelihood of loan default. ✔️ Deployed the models on a dashboard.✔️Developed a machine learning model that improved accuracy by 15% and reduced processing time by 25% Show less

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  Asante Financial Services Group

  Mar 2022 - Nov 2024

  ✔️ Applies data analysis techniques to refine credit scoring, enhancing accuracy in risk assessment and lending limit determination for small businesses.✔️ Develops, deploys, and monitors machine learning models, fostering data-driven decision-making and generating business value through predictive analytics.✔️ Champions data cleaning initiatives using Python, ensuring the accuracy and integrity of data, supporting thorough analysis and effective decision-making.✔️ Transforms complex data sets into insightful visualizations, utilizing Tableau, Matplotlib, and Seaborn to identify trends, patterns, and areas for optimization.✔️ Manages data using PostgreSQL and MySQL, implementing effective database solutions to facilitate structured data handling and analysis.✔️ Promotes team collaboration through Git, facilitating seamless coordination in a version-controlled environment.✔️ Collaborates with stakeholders and diverse departments, actively contributing insights, sharing findings, and aligning data initiatives with overall business objectives for optimized lending strategies and improved business performance.Achievements:-• Cleans transforms and analyzes large datasets to uncover hidden trends and patterns for actionable insights.• Establishes rigorous validation procedures for model accuracy assessment, ensuring the reliability of predictions generated by machine learning algorithms by 100%.• Translates business requirements into data-driven solutions, providing value-added insights that directly contribute to the organization’s strategic goals.• Ensures compliance with industry regulations and data privacy standards, mitigating risks associated with sensitive information handling. Show less ✔️ Assisted in creating visually appealing dashboards that effectively communicated insights to stakeholders.✔️ Supported data cleaning efforts by identifying and rectifying inconsistencies, contributing to improved data quality.✔️ Gained experience in data preprocessing techniques, ensuring accurate and reliable data for analysis.✔️ Worked closely with the Data Science team, contributing to data projects and sharing insights during team discussions.✔️ Absorbed knowledge rapidly and demonstrated a proactive attitude towards learning new tools and techniques.Achievements:-• Data Analysis and Interpretation: Successfully conducted data analysis to extract insights and patterns from large datasets, leading to actionable recommendations for the business.• Model Development: Built predictive models or machine learning algorithms that contributed to solving business problems or improving processes within the organization.• Data Visualization: Created clear and informative data visualizations that effectively communicated findings to stakeholders, aiding in decision-making processes.• Collaboration: Actively collaborated with cross-functional teams, such as business analysts, engineers, and domain experts, to understand requirements, validate findings, and implement solutions.• Problem Solving: Solved complex problems by applying statistical techniques, machine learning algorithms, or other data science methodologies.• Continuous Learning: Kept up-to-date with the latest advancements in data science, machine learning, and related technologies, and applying new knowledge to improve work processes or solve problems more effectively.• Impact on Business Metrics: Demonstrated a measurable impact on key business metrics or KPIs through data-driven insights or solutions.• Automation and Efficiency Improvements: Developed tools or workflows to automate repetitive tasks, streamline processes, or improve efficiency in data analysis or model development. Show less

  • Data Scientist

    Jun 2022 - Nov 2024

  • Associate Data Scientist

    Mar 2022 - May 2022
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  Equitech Futures

  Oct 2023 - Dec 2023

  Applied Data Institute Scholar

  ✔️ The EquiTech Applied Data Institute is a 10-week, cohort-based learning program for graduates and professionals across disciplines looking to upskill.✔️ The program builds core competencies in applied data science and artificial intelligence, with a prime focus on tackling real-world problems.✔️ The global cohort consists of people from all parts of the world, and diverse academic and social backgrounds. ✔️ Equitech futures is committed to making its community and education inclusive and accessible to everyone across the globe.Achievements:-• Contributed expert opinions as a panelist during roundtable discussions at major conferences or events within the field of study.• Developed strong partnerships with industry professionals, fostering collaboration between academia and the private sector for mutual benefit.• Collaborated with fellow scholars for interdisciplinary research projects, resulting in high-quality publications and presentations.• Enhanced research capabilities by implementing innovative methodologies and techniques in scholarly studies. Show less

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  BAT

  Dec 2024 - now

  Data Science & Machine Learning Engineer