Hendy Fergus Atheri Hura
Data Science Manager @ Blue Bird Group
About
Love fundamentals things! In progress learning Data Structure & Algorithm...
Indonesia
Jakarta Metropolitan Area
Computer Software
Time Series Analysis, Airflow, Artificial Intelligence, Data Sci, Git, Marketing Strategy, Causal Inference, Scikit-Learn, Communication, Statistical Data Analysis, Python, Machine Learning, Mathematics, Statistics, Data Analysis, Bioinformatics, Programming, Research, Data Science, Data Visualization
Experience
Data Science Manager
Blue Bird Group
Jakarta, Indonesia
Sr. Data Scientist
Blue Bird Group
Jakarta, Indonesia
Data Team Lead
Akar Inti Data
Jakarta, Indonesia
Sr. Data Scientist
Akar Inti Data
Jakarta, Indonesia
Senior Data Scientist
Tokopedia
Jakarta, Indonesia
Promo Optimization with Machine Learning (POML) - GoPay / GoPayLater Marketing Personalization
Mathematics and Statistics Lecturer
Gunadarma University
Depok, Indonesia
Teaching Mathematics and Statistics 1. Teaching Calculus, Linear Algebra, Matrix Theory & Discrete Mathematics 2. Teaching Descriptive Statistics & Inferential Statistics (Hypothesis Testing)
Data Scientist
Blue Bird Group
BlueBird Office Park, Mampang, DKI Jakarta
a. Researching and build machine learning model (Scikit-Learn) ) for taxi demand prediction, taxi fixed price, and taxi adaptive pricing on MyBlueBird App b. File processing and handling (Python) c. Data pre-processing, analysis, feature engineering and visualization (Python – Pandas, NumPy, Matplotlib, Seaborn) d. Experimenting with Deep Learning Architecture Model (ConvNet, RNN (LSTM)) for taxi demand prediction with Keras (TensorFlow) e. Clustering for Taxi-Demand Regions using Dynamic Time Warping on Time-Series Demand Data f. Analyze Time-Series Taxi Demand Data g. Create Deep Learning Model (Tensorflow - Keras) h. Running Keras/Scikit-Learn Model on Google Cloud Platform (AI Platform) i. Analyze Keras Deep Learning Model Performance via Tensorflow – Tensorboard j. Deploying and Inferencing Keras/Scikit-Learn Model on Google Cloud Platform (AI Platform). Default and Custom prediction. k. Corporate Logistic Service Monitoring Dashboard (Tableau, Data Studio) l. Taxi tracking analysis (Folium) Projects: 1. Algorithm for Taxi Dispatch Method (Bidding/Assignment/Hybrid) Simulation to analyze each method effectiveness 2. Regional Taxi-Demand Prediction 3. Taxi Fixed-Price and Adaptive Pricing 4. Customer Gender Classification based on customer’s name 5. Soekarno-Hatta Airport’s Terminal Vehicle Supply Detection 6. Person Taxi Hailing Pose Detection (Computer Vision) 7. Taxi Driver’s Sentiment Analysis (NLP) 8. Taxi Detection and Classification (Computer Vision) 9. MyBB User-Tiering (Risk Scoring) for Fraud Detection and Prevention
Data Scientist
Anterin.id
DKI Jakarta, Indonesia
Data Wrangling and Visualization with Excel & Python (Pandas, Matplotlib, NumPy, Basemap) Data Reporting (Google Data Studio) Data Retrieval (PostgreSQL)
Software Quality Assurance
PT. KSEI
Education
University of Indonesia
Applied Mathematics
The Best Graduates of Magister of Mathematics FMIPA UI, 2017.
University of Indonesia
Mathematics
Pure and Computational Mathematics
SMAN 78 Jakarta
Mathematics and Natural Science
Hendy Fergus Atheri Hura's Contact Information
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