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Work Background
AccentureData Science Consultant
Sep. 2022 - Aug. 2024Indonesia• Designed a proof-of-concept to enrich a dashboard with anomaly detection and causality analysis with Azure OpenAI ChatGPT 4.0, Azure Synapse Serverless, and Python in a telecommunication company.
• Implemented exploratory data analysis, engineered features with PySpark, and developed end-to-end machine learning pipelines with Elyra and MLFlow for 100mio+ users in a renowned national telecommunication company.
• Managed end-state solution in IT division as Project Management Officer for 10 BI Analytics & Dashboard applications; communicated effectively to senior-level management and collaborated with 30+ IT and business stakeholders in a telecommunication company.
• Architected Azure-based data analytics and operational platforms from data ingestion to dashboard and file-based presentation layer with 3-year timeline design. Developed quick-win data infrastructure and analytics platform for a multinational energy company.
• Designed Alibaba Cloud-based data analytics platform architecture from data ingestion layer, data transformation layer, until data warehouse including the data cleaning and pipeline tools for a fintech startup including the Data Governance to ensure the data quality and the business information across the organization
• Developed data pipelines from Google Sheets to Alibaba Cloud MaxCompute data warehouse system with Airflow and implemented high-level management reporting and dashboard with Tableau for a fintech startup
Universitas PertaminaManager of Information Resources Development
Aug. 2016 - Aug. 2017Jabodetabek , IndonesiaManages team of 4 (1 Programmer, 3 IT Support) and
- Responsible for information technology development strategy of Pertamina University using data-driven principals based on vision, mission, and strategic planning of Pertamina University
- Responsible for novel information technology research and implementation which support in defining strategic and operational points of Pertamina Universitya
- Responsible for requirements identification and business processes automation of parts in Pertamina University based on Standard Operational Procedure, policy changes, and recommendations based on data analytics to support operational records transparency and accountability in Pertamina University
- Monitors, supervises, and manages human capitals under Information Resources Development Department in performing their own tasks and responsibilities
- Responsible for financial planning and management of Information Resources Development Department
- Coordinates with Public Relation Department in Information Technology based media management
- Coordinates with Procurement Department in Information Technology assets procurement
- Coordinates with Assets Management Department in Information Technology assets management
Universitas PertaminaComputer Science Lecturer
Mar. 2016 - Sep. 2022Jalan Terusan Sinabung 2, Jakarta Selatan, DKI JakartaLecturer at freshly established Pertamina University. Currently working in designing curriculum and lecture lists for 4-year bachelor program. Intended research field: Data Mining, Machine Learning, Computer Vision, Mobile Programming.
STIKOM SurabayaLecturer
Sep. 2015 - Jan. 2016SurabayaTeaching Data Warehouse and Object Oriented Information System Development
+ Data Warehouse Class: teaches a classroom of 40 students, assesses 8 different student projects to create Data Warehouse Application from Extraction, Transformation, Load, Creating Cubes, and Building Reports using Microsoft SQL Server, SSIS, and SSAS
+ Object Oriented Information System Development Class: teaches a classroom of 34 students, assesses 10 different student projects to create designs of Requirements Analysis (Business Use Case Diagram, Activity Diagram, Use Case Diagram), Behavioural Modelling (Collaboration Diagram, Sequential Diagram, Statechart Diagram), and Structural Modelling (Class Diagram) in software developments using MVC Architecture.
SMA Al FattahTeacher
Aug. 2015 - Feb. 2016Buduran, SidoarjoTeaching Computer for high school students based on the curriculum of PIKTI Informatics Engineering Department of ITS Surabaya.
Materials:
- Office Application (Microsoft Office Word, Excel, Powerpoint)
- Microsoft Excel for Business
- Database (Microsoft Access)
- Flash Animation (Adobe Flash)
- Open Source Technology (Linux Ubuntu, LibreOffice/OpenOffice)
- Web Design (Photoshop)
- Applied Multimedia Technology (CorelDraw)
- Web Programming (HTML, PHP, PHPMySQL)
Université de Technologie de CompiègneIntern
Feb. 2015 - Jul. 2015+ Working on thesis project: integration of sensor using data fusion for touch interface indoor positioning
+ Developed mobile application to track indoor position and orientation change
+ Implemented sensor filtering estimation and yielded orientation accuracy of 95%
+ Compared the quality of real-time data filtering using Complementary and Kalman Filter
PertaminaIntern
Jul. 2013 - Aug. 2013JakartaPenambahan Fitur Surat Jalan dari Stasiun Pengisian Bahan Bakar Gas dan Pembenahan Web ODS
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