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AB

Aphriam Benoraj

MCA graduate · Data Analyst

Chelakkara, Keralam, India

@aphriam_benoraj

0 followers

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About

Early-career Data Analyst with hands-on experience in Python, SQL, Power BI, pandas, and machine learning. Built interactive dashboards and a disk-failure prediction system using data cleaning, feature engineering, SMOTE, and Random Forest modeling.

Experience

  • Python Full Stack Intern
    Luminar Technolab
    Oct 2023 – Apr 2024

Education

  • Master of Computer Applications (MCA)
    APJ Abdul Kalam Technological University
    Computer Applications · 2024 – 2026
  • Bachelor of Computer Applications (BCA)
    University of Calicut
    Computer Applications · 2020 – 2023

Skills

<3 months <3 months Just getting started - under three months. This is also what shows when a level has not been set.
R SQL ETL NumPy SMOTE Python Django Pandas Macros Reporting JavaScript scikit-learn Dashboarding Data Analysis Data Cleaning Trend analysis Data Extraction Model Evaluation Data Warehousing JWT Authentication Feature Engineering Predictive Modeling Pattern Recognition Statistical Analysis Django Rest Framework Business Intelligence Data Quality Assurance Database Schema Design Technical Documentation Exploratory Data Analysis

Tools / apps / platforms

<3 months <3 months Just getting started - under three months. This is also what shows when a level has not been set.
Git GitHub VS Code PostgreSQL Google Sheets Microsoft Excel Microsoft Power BI

Projects

  • Disk Failure Prediction System
    Python, Pandas, Scikit-learn, SMOTE, Next.js, Smartmontools

    Built a predictive analytics pipeline forecasting hard-disk failures from SMART sensor metrics, applying feature engineering and class-balancing to handle highly imbalanced failure data. Cleaned and preprocessed time-series sensor data, then trained a Random Forest model and designed an interactive dashboard to visualize real-time disk health scores and risk trends.

  • Data Professional Survey Dashboard
    Power BI, DAX, Data Visualization

    Built a Power BI dashboard visualizing a Data Professional Survey dataset with treemaps, salary-by-job-title bars, and KPI cards for demographics and language trends. Designed gauge and donut visuals tracking work-life balance, salary satisfaction, and gender-based salary distribution for an interactive report.

Courses & certifications

  • Craft Precise Prompts for AI Models · IBM SkillsBuild · 2026
  • Machine Learning · Unlox Academy · 2026
  • Data Analytics Job Simulation · Deloitte Australia · 2026
  • Full Stack Boot Camp (Python & Django) · Ryphira · 2025
  • Python Full Stack · Luminar Technolab · 2024

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