Faber Silitonga
Senior Data Scientist
Special capital Region of Jakarta, Indonesia
Summary
👤
Senior🎓
Top SchoolFaber Silitonga is a Senior Data Scientist with 7 years of cross-domain experience applying ML to e-commerce growth, fintech, and high-frequency crypto trading. He has a strong track record improving promotion ROI and user acquisition—driving double-digit cost savings and measurable increases in conversion through uplift modeling and targeted voucher strategies at Tokopedia and ByteDance. Equally comfortable in research and production, he built an MLOps-backed crypto signal engine and trading bot that supported thousands of users and millions in trading volume, and now works on payment fraud prevention at GoTo. With an aerospace MS and BS, he brings rigorous analytical thinking from CFD and aerodynamics research into practical ML systems, and has collaborated on interdisciplinary projects such as computer-vision dental diagnostics. Fast-learning and ops-savvy, he blends model development with infra ownership to move features from prototype to reliable production.
7 years of coding experience
6 years of employment as a software developer
Bachelor of Science - BS, Aerospace, Aeronautical and Astronautical Engineering, GPA 3.89 / 4.00, Bachelor of Science - BS, Aerospace, Aeronautical and Astronautical Engineering, GPA 3.89 / 4.00 at Institut Teknologi Bandung
English, Indonesian
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (59)
solver9
api9
exchange9
crypto8
ethereum8
bitcoin8
cryptocurrency8
image-processing8
trading8
pytorch7
fluid-dynamics7
seaborn7
optical-flow7
computer-vision6
binance6
Programming languages (5)
Github contributions (5)
abrosua/piv_liteflownet-pytorch
Nov 2019 - Jan 2021
PIV image processing solver using LiteFlowNet model, written in PyTorch as the deep learning framework
Contributions:97 commits, 65 pushes, 1 branch in 1 year 2 months
pytorchpivdeep-learningcomputer-visionsolver
abrosua/piv-viz
Mar 2020 - Jul 2023
Velocity field visualization for either PIV or optical flow results
Contributions:38 pushes in 3 years 4 months
pivmercuryoptical-flowfieldoptical
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