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Muhammad Umam

@muhammadumam

Data Analyst trained through BPS census data validation and SQL analysis, seeking to turn messy data into clear, useful insights.

Indonesia

Message

What I'm looking for

I'm looking to apply my data analysis skills in a structured Data Analyst internship.

At Statistics Indonesia (BPS), I converted physical Agricultural Census documents into digital records and standardized text and numeric entries for consistency and completeness.

I also checked digital entries against source documents, correcting inconsistencies to help maintain data accuracy.

At Bangkit Academy (Google, GoTo, Traveloka), I completed machine learning training in Python, TensorFlow, and data preprocessing. For my capstone, I built an image classification model covering 10 disease labels and multiple plant varieties that achieved 99% accuracy.

In my Global Layoffs Data Cleaning & Trend Analysis project, I cleaned and standardized a 2,000+ row dataset in PostgreSQL, then used SQL window functions and CTEs to analyze trends by industry, country, and year. I documented the workflow with reproducible SQL scripts on GitHub.

Experience

Work history, roles, and key accomplishments

Machine Learning Cohort Member

Bangkit Academy

Jan 2024 - Dec 2024 (11 months)

Completed an intensive machine learning curriculum covering Python, TensorFlow, and data preprocessing. Built a capstone image classification model covering 10 disease labels and multiple plant varieties, achieving 99% accuracy.

Python TensorFlow data preprocessing Machine Learning Image Classification

Data Entry Officer

Statistics Indonesia (BPS)

Jan 2023 - Dec 2023 (11 months)

Converted raw agricultural census data from physical field documents into BPS's digital data collection system, standardizing text and numeric entries for consistency and completeness. Verified and validated digital entries against physical source documents, identifying and correcting inconsistencies to maintain data accuracy.

Data Entry Data Validation Data Cleaning Standardization Agricultural Census

Education

Degrees, certifications, and relevant coursework

Universitas Jember

Bachelor of Science, Informatics

2022 -

Pursuing a Bachelor of Science in Informatics, with a thesis on fraud detection in mobile money transactions using machine learning and explainable AI.