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I'm a detail-oriented and reliable early-career data professional with strong organizational and communication skills. I'm quick to learn and able to follow precise instructions, with experience managing tasks independently. I'm motivated to contribute to high-quality data labeling and annotation projects and to ensure accuracy and consistency in deliverables, leveraging my hands-on experience with data cleaning, feature engineering, and predictive modeling in academic and internship settings.…I'm a detail-oriented and reliable early-career data professional with strong organizational and communication skills. I'm quick to learn and able to follow precise instructions, with experience managing tasks independently. I'm motivated to contribute to high-quality data labeling and annotation projects and to ensure accuracy and consistency in deliverables, leveraging my hands-on experience with data cleaning, feature engineering, and predictive modeling in academic and internship settings.

Ann Benji

Data Analyst, Data Scientist, Data Visualizer, +2

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I'm a detail-oriented and reliable early-career data professional with strong organizational and communication skills. I'm quick to learn and able to follow precise instructions, with experience managing tasks independently. I'm motivated to contribute to high-quality data labeling and annotation projects and to ensure accuracy and consistency in deliverables, leveraging my hands-on experience with data cleaning, feature engineering, and predictive modeling in academic and internship settings.…I'm a detail-oriented and reliable early-career data professional with strong organizational and communication skills. I'm quick to learn and able to follow precise instructions, with experience managing tasks independently. I'm motivated to contribute to high-quality data labeling and annotation projects and to ensure accuracy and consistency in deliverables, leveraging my hands-on experience with data cleaning, feature engineering, and predictive modeling in academic and internship settings.

Available to hire

I’m a detail-oriented and reliable early-career data professional with strong organizational and communication skills. I’m quick to learn and able to follow precise instructions, with experience managing tasks independently.

I’m motivated to contribute to high-quality data labeling and annotation projects and to ensure accuracy and consistency in deliverables, leveraging my hands-on experience with data cleaning, feature engineering, and predictive modeling in academic and internship settings.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Language

English

Fluent

Work Experience

Seafood Assistant at Pak N Save, Riccarton

September 1, 2025 - September 1, 2025

Maintained accurate stock levels and supported daily inventory tracking, improving on-shelf availability and reducing product wastage. Delivered exceptional customer service while meeting daily sales and hygiene compliance targets.

Data Analyst Intern at Yes Energy, Auckland

August 1, 2024 - August 1, 2024

Built and optimised time series forecasting models (XGBoost, SARIMA, LSTM) to predict Tokyo electricity prices. Reduced forecasting error (RMSE) from 5.72 to 2.01, improving accuracy by 65% and supporting more reliable trading strategies.

Data Analytics Job Simulation at KPMG AU (Forage)

November 1, 2023 - November 1, 2023

Identified high-value customer segments by performing demographic and behavioural data analysis, improving customer targeting and marketing strategy alignment. Built interactive dashboards in Power BI/Tableau to translate insights into actionable business strategies, supporting data-driven decision-making for stakeholders.

Data Analytics and Visualization Job Simulation at Accenture North America (Forage)

September 1, 2023 - September 1, 2023

Cleaned, transformed, and analysed 7 structured and unstructured datasets using Python (Pandas, NumPy) and SQL, uncovering key trends and business insights. Created visual reports and interactive dashboards in Power BI/Tableau to support stakeholder decision-making and improve data-driven business strategies.