FATMA MUTHIA NOVA
Data Quality Engineer
Jakarta
Summary
Effective quality professional bringing proven success in driving continuous improvement initiatives in Quality Engineer roles. Focused and diligent with commitment to fostering corporate mission. Consistently acknowledged for implementing actionable initiative to reduce error rates and optimize company processes.
Overview
5
5
years of professional experience
5
5
years of post-secondary education
4
4
Certifications
Work History
Data Quality Engineer in Platform
DANA Indonesia
01.2024 - Current
- Build an inhouse active metadata framework to assist jobs that data quality engineer team creates to connect the dots between data quality metrics, logs, alarms, connections across platforms.
- Design data quality control implementation plans for hundreds of pipelines for data coming from various sources into our data warehouse and out as dashboards, reports, and serving APIs to ensure data served are align with business needs, hygiene and governance.
- Implementing data contract architecture to improve observability, integrity and compliance leading to efficient and reliable data management.
Associate Data Quality Engineer
DANA Indonesia
09.2022 - 12.2023
- Performed quality inspections and drafted reports to detail non-conforming material issues and ensure all data have highly quality based on 7DAMA's metrics.
- Involved in redesign data modelling using Kimball's approach and reduce 50% data extraction pipeline time cost.
- Successfully deliver 3 fact and SSOT mart tables for finance from 12 revamped accounting journal.
- Contributed to root cause analysis to determine core reason for failures and errors by migrating all alert and data quality rules into airflow orchestration.
Data Intern
DANA Indonesia
11.2021 - 08.2022
- Work across data division (Data Analyst, Data Science, Data Engineer, Data Quality Engineer and BI) to evaluate data from the source to the dashboard or settlement report that consumed by users
- Defined and executed high data quality control for projects and daily operations with quality metrics such as Accuracy, Completeness, Consistency, Integrity, Timeliness, Validity, Availability, etc
- Involved in Data warehouse migration project from antspark to MaxCompute and monitored for data lake and data warehouse
- Supported ad-hoc request to various users such as Finance, Risk, Business, Product, Merchant, Operation, and others
Business Intelligence Intern
Tirto Arum Hotel
05.2021 - 09.2021
- Examined ETL process to integrate data from different source
- Performed business intelligence and report hotel KPI on dashboard visualization using Power BI to support data-driven decision making for company
- Executed DAX formula and SQL querying for churn rate analysis and customer retention
- Involved research and analyze for customer and finance division team
Digital Talent Scholarship Awardee
Ministry of Communication and Information
05.2021 - 07.2021
- Learned 7 machine learning modules in 2 months such as Programming with Python, Data Analysis with Python, Basic Data Visualization, Data Visualization with Python, Introduction to AI, Machine Learning for Beginners, and Development of Machine Learnings by Dicoding Academy, IBM Skillsbuild, and University of Helsinki Finland
- Coded Rock-Paper scissors image classification using CNN model and reached up to 96% accuracy and validation
- Built NLP project by labelling emotion into 6 classes from 20.000 terms dataset using Tensorflow and got 99% accuracy
- Deployed fruit image classification project using CNN from 6K augmented fruit image and achieved more than 91% accuracy by implementing transfer learning, learning rate and dropout method
IT Analyst Intern
BMT Binama
11.2020 - 04.2021
- Analyzed user requirement and data, provide cleansed unstructured data
- Built Health Dashboard based on the 8 Assessment of Sharia Bank Health Standards that may be analyze to extract insights and improve company performance
- Reported and visualized the result of bank's financial health into 3 types of dashboard which can be monitor monthly by each stakeholder in Power BI
Full-stack Web Developer Intern
National Land Agency of Semarang (BPN Kota Semarang)
12.2019 - 03.2020
- Developed interactive website called Mail Archiving Management Information System (SIPAS) using various frameworks such as bootstrap and codeigniter and optimized 30% business process for mail archiving
- Designed database and 11 user-friendly UI pages
- Tested 38 test cases using blackbox methodology, accepted after 3 times improvement
- Guided over 10 staff members in internal web function, provided steps how to use and independently make minor updates and changes in this business process
Education
Bachelor of Science - Computer Science/Informatics
Diponegoro University
Semarang, Indonesia 05.2017 - 12.2021
Skills
SQL, Power BI/Tableau, PySpark, Airflow, BigQuery, Python, GCP, GraphDB, Docker, Kubernetes
Certification
Oreilly - Understanding Streaming Data with Apache Kafka
Organization And Leadership
- Kawancerita.id, Indonesia, Indonesia, Head of Media Creative, 05/01/21, Present, Illustrated, created and conceptualized the design of post content. Mainly Instagram account of Kawancerita.id., Work closely with 1st to managed content preparation and strategy.
- Himpunan Mahasiswa Informatika, Semarang, Indonesia, Social Division Staff, 01/01/18, 01/31/19, Guided the college students about latest scholarship information and other information such as official statements from university, job vacancy, and many more., Provided one gate social fund that can be donated to some areas affected by disasters or informatics students who need support.
Timeline
Oreilly - Understanding Streaming Data with Apache Kafka
01-2025
Flink Forward - Fundamentals of Apache Flink
12-2024
DataCamp - NoSQL Concepts Database Design
06-2024
DataCamp - Airflow in Python
03-2024
Data Quality Engineer in Platform
DANA Indonesia
01.2024 - Current
Associate Data Quality Engineer
DANA Indonesia
09.2022 - 12.2023
Data Intern
DANA Indonesia
11.2021 - 08.2022
Business Intelligence Intern
Tirto Arum Hotel
05.2021 - 09.2021
Digital Talent Scholarship Awardee
Ministry of Communication and Information
05.2021 - 07.2021
IT Analyst Intern
BMT Binama
11.2020 - 04.2021
Full-stack Web Developer Intern
National Land Agency of Semarang (BPN Kota Semarang)
12.2019 - 03.2020
Bachelor of Science - Computer Science/Informatics
Diponegoro University
05.2017 - 12.2021
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