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Ntsoaki L. — Junior Data Scientist from South Africa

Ntsoaki L.

Junior Data Scientist

South Africa No experience yet
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Languages
English
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About

Ntsoaki L. is an analytical and results-driven Data Science graduate with a substantial background in technical and analytical skills. She completed the ALX Data Science Program and holds a Mechanical Engineering N6 qualification from Central Johannesburg College. Her expertise in Python, SQL, and Power BI is complemented by hands-on experience in data cleaning, analysis, and visualization. She has successfully conducted Exploratory Data Analysis on large datasets, built interactive dashboards for tracking KPIs, and developed SQL queries for optimizing data processes. Her work includes creating a basic machine learning model with Scikit-learn and automating data-cleaning tasks to boost efficiency. Her early role as a Meter Installer at JR Training in Carletonville honed her technical skills in installation and inspection of water meters, while also fostering her abilities in client communication and team training.

Experience

  • Data Analytics Trainee

    ALX Data Science Program · 2024 — 2025
    Completed a project-based data science program with a focus on the practical application of analytics and machine learning tools. Conducted Exploratory Data Analysis (EDA) using Python (Pandas, NumPy) to uncover trends and insights. Created interactive dashboards in Power BI for KPI tracking to aid business decisions. Designed and optimized SQL queries for data extraction and reporting. Built a basic machine learning model using Scikit-learn, incorporating feature engineering and performance evaluation. Automated data-cleaning tasks using Python to enhance efficiency.
  • Meter Installer

    JR Training – Carletonville · 2017 — 2017
    Responsible for the installation, repair, and inspection of water meters, valves, and related equipment. Addressed customer service requests, which included meter readings and leak checks. Provided training to staff on operational procedures and equipment handling. Fostered strong client relationships through effective communication. Efficiently managed tasks to meet deadlines through planning and coordination.

Skills & Expertise

Education

  • Mechanical Engineering N6 qualification
    CENTRAL JOHANNESBURG COLLEGE

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