Fransdana Nadeak
Senior Data Scientist
Special capital Region of Jakarta, Indonesia
Summary
👤
Senior🎓
Top SchoolFransdana Nadeak is a Senior Data Scientist with 7 years of hands-on experience turning raw data into production-ready models and interactive dashboards across telecommunications, financial services, and geospatial analytics. At XL Axiata she leads tower profitability forecasting, automated tower upgrade selection, and an ensemble BERT-based complaint classification system that integrates LLM summarization into live agent tools. Previously at Astra Financial she built cross-sell and conversion pipelines and BI at scale, cutting key matching times from a day to about 30 minutes and serving eight+ business units. She combines predictive time-series, NLP, and geospatial methods with big-data engineering (PySpark, BigQuery, Snowflake) to deliver measurable business impact. Comfortable shipping end-to-end solutions, she also bridges model deployment and product UX via web apps and automated pipelines. Based in Jakarta with a statistics background from IPB, she brings both academic rigour and pragmatic engineering to complex, operational problems.
6 years of coding experience
4 years of employment as a software developer
IPA, IPA at SMA Yos Sudarso KarawangBachelor's degree, Statistics, Bachelor's degree, Statistics at Institut Pertanian Bogor (IPB)
inggris, Chinese, Indonesian
Github Skills (14)
django3
dimension-reduction2
data-science2
siggraph2
glove2
data-analysis2
pca2
reduction2
django-project2
python2
pattern-recognition2
google-colab2
classification1
machine-learning1
Programming languages (3)
Github contributions (5)
FransdanaNadeak/Marketing_Analytics
Sep 2019 - Sep 2019
Contributions:16 commits, 14 pushes, 1 branch in 1 day
FransdanaNadeak/Practice-Case-Social-Media-Analysis-with-SPARK
Oct 2019 - Oct 2019
Contributions:9 commits, 7 pushes, 1 branch in 1 day
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