Hi, I’m Iman!
About Me
I am an experienced Data Scientist with more than 5 years of expertise in building AI and data-driven solutions for business challenges. Skilled in leading teams, collaborating with cross-functional teams, and independently executing complex projects. I specialize in machine learning, data strategy, fullstack data science, and designing and implementing tailored, scalable data solutions systems that meet the specific needs of various organizations.
Proficient in leveraging tools such as:
- Data Engineering, Data pipelining and Warehousing: PostgreSQL, MySQL, SQL, BigQuery, Apache Airflow, DataHub, Docker, dbt, and Git.
- Data Analytics & Visualization: Metabase, Power BI, Google Cloud Platform (GCP), Looker, Streamlit, Superset, and Tableau.
- Machine Learning & AI: Python, TensorFlow, Pytorch, scikit-learn, OpenCV, FastAPI, Python Libraries, Azure AI Solution, and Data Science Deployment Framework.
- GIS Tools: ArcGIS Pro, ArcGIS Enterprise, ArcGIS Deep Learning Frameworks, Python, and Data Science eployment framework.
- Web: HTML, and PHP.
- Other Tools: Google sheet, Excel, Confluence, and Jira.
My expertise spans:
- Descriptive and Diagnostic statistics
- Predictive and Prescriptive Model
- Supervised and Unsupervised Machine Learning and Deep Learning Models
- Data Scraping
- Scoring Systems
- Computer Vision
- Forecasting
- Scoring Recommendation
- Simulation
- Geospatial Modeling
- Advanced ArcGIS Pro and ArcGIS Enterprise for Deep Learning
- Supply Chain Optimization
Education
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Master of science - Computational science, Institut Teknologi Bandung (ITB). 2018-2019. Title of thesis: Detection and Classification of Objects in Astronomy Images Using Image Processing and Machine Learning.
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Bachelor of science - Astronomy, Institut Teknologi Bandung (ITB). 2012-2016. Title of thesis: NEO-R1000: A Fast And Efficient Compact Spectrograph For Emission Line Objects Study At Bosscha Observatory.
Licenses & certifications
- Microsoft Certified: Azure AI Engineer Associate Microsoft
- Agile Project Management Google
- Google Project Management Professional Certificate Coursera
- Data analyst mentor MyEduSolve
- IT Specialist - Data Analytics Certiport - A Pearson VUE Business
- IT Specialist - Database Certiport - A Pearson VUE Business
- Imagery in Action Esri
- Going Places with Spatial Analysis Esri
- Spatial Data Science: The New Frontier in Analytics Esri
- Machine Learning with TensorFlow Digital Talent Scholarship
- Data Scientist Digital Talent Scholarship
- TI Project Management Digital Talent Scholarship
- Accelerating End-to-End Data Science Workflows NVIDIA
- Fundamentals of Accelerated Computing with CUDA Python NVIDIA
- Getting Started with Deep Learning NVIDIA
- HCAI - Artificial Intelligence (AI) Course Huawei
- IDCamp Machine Learning Developer 2021 Indosat Ooredoo Hutchison Digital Camp
- CCNA: Introduction to Networks Cisco Networking Academy