About me (Registered since 04/07/2025)
AI/ML Engineer & Data Scientist with 4 years of experience in utilizing data science, geospatial analysis, machine learning, deep learning, GenAI, & Agentic AI techniques to deliver end-to-end services & solutions in various industry sectors (Fortune 500) in APAC. Proven expertise in managing data science and machine learning projects, mentoring teams, and delivering innovative analytics solutions. Strong background in STEM, complemented by a passion for consulting and technology, to deliver actionable, data-driven insights.
Skills: Python, R, SQL, Numpy, Scikit-Learn, Gemini, OpenAI, Azure Open AI/Azure AI Foundry, Langchain, HuggingFace, RAG, MCP, ArcGIS, Alteryx, Dataiku, Apache Spark, Apache Airflow, TensorFlow, Keras, Power BI, Streamlit, Docker, Kubernetes, Linux, Git, Github, Azure, GCP, BigQuery, Vertex AI, Databricks, MLOps, Scrum/Agile.
Skills
Tech Skills
Portfolio
Education
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August 2023 -
Asia Cyber University
Bachelor of Science (Computer Science - Data Science)
Indonesia
GPA 4.00/4.00 (Part time)
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February 2020 - December 2021
The University of Queensland
Master of Information Science (Geospatial Data Science)
Australia
GPA 3.94/4.00
- September 2014 - July 2018
Work Experience
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March 2025 - Present
Tridorian, Singapore
Senior AI/ML Engineer
Tridorian is a leading B2B service provider specializing in Data & AI solutions powered by Google Cloud Platform (GCP). Delivers cutting-edge cloud technologies to clients across Singapore, Malaysia, Indonesia, Thailand, Sweden, and the UAE, driving digital transformation and innovation on a global scale.
─ Collaborated with Google Cloud to design and deliver regional AI & data solutions (traditional AI/ML, GenAI, Agentic AI) for enterprise clients across APAC by leveraging Cloud technologies (Vertex AI, Azure Open AI/Azure AI Foundry, BigQuery, Cloud Storage, etc.) to solve complex business problems in industries such as FSI, telco, retail, SMB, and government.
─ Executed & led 9+ regional (APAC) projects as senior engineer & project manager in Indonesia, Singapore, Malaysia, Thailand, Philippines, Mongolia, contributed to company revenue USD155,000.
─ Drive large & end-to-end complex customer engagements across pre-sales and delivery from ideation, through architecture design and scoping, all the way to closure and into delivery.
─ Facilitating workshops & technical guidance to discover and define how customers can gain business value through data & AI (traditional AI & Gen AI) solutions. -
April 2024 - December 2024
Jakarta Capital Government, Indonesia
Data Engineer
Developed data warehouse for geospatial data using star schema method, slowly change dimension (SCD)
method using Docker, PostgreSQL, geopandas, Apache Airflow. -
April 2022 - February 2025
Esri, Indonesia
Senior Associate Data Scientist
Esri is the global (49 offices worldwide) leading B2B company in geospatial and geoanalytics technology with a global market share of 40%, $1.5 billion in revenue, 680.000+ customer organizations, including 90% of Fortune 100 companies.
─ Awards: Exceeded KPI in 2 consecutive years (92%)
─ Successfully executed and delivered 26+ data scientist projects (B2B) for a diverse Southeast Asia’s Fortune 500 companies (mining, telco, commercial, plantation, FSI, banking, retail, government/SOE) by performing geospatial data science/AI/ML/DL/Gen AI methods within Scrum/Agile environment, driving Rp30+ billion in revenue growth.
─ Developed end-to-end predictive and generative solution/product using data mining, machine learning, and deep learning algorithms (LLM, spatial analysis, supervised and unsupervised learning, computer vision, object detection, instance segmentation, semantic segmentation, super resolution), enabling CI/CD practices, MLOps, containerization (Docker), and Kubernetes.
─ Collaborated closely with solution architect, solution specialist, and engineer to articulate, translate, and solve regional (Indonesia, Malaysia, Singapore) client’s business problems into 26+ data science/location intelligence solutions/POC’s.
─ Involved in end-to-end 10+ project proposal development, work breakdown structure (WBS), business requirement document (BRD), functional specification document (FSD), and user guide documentation.
─ Attained 26 certifications in machine learning, data science, and analytics, underscoring a dedicated
commitment to professional development and remaining current with evolving industry trends. -
September 2018 - October 2019
Ministry of National Development Planning (BAPPENAS), Indonesia
Data Analyst
─ Developed geospatial models to support spatial planning and analysis, facilitating faster, data-driven decision-making processes using ArcGIS, QGIS, ENVI, GEE, python, and R by enabling remote sensing (multispectral, hyperspectral, and SAR) data to monitor land use changes and identify potential and risks, supporting sustainable land resource management.
─ Conducted technical studies and research to define long-term geospatial and remote sensing development planning of Indonesia.
Certifications & Licences
- 2025
- 2025
- 2025
- 2024
- 2024
- 2024
- 2024
- 2024
- 2023
- 2023
- 2023
- 2022
- 2022
- 2023
- 2024
- 2022