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National University of Singapore
- Singapore
- https://thylinao1.github.io/index.html
- in/ maksim-silchenko-278971257
- https://leetcode.com/u/thylinao/
Pinned Loading
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Olist-Bayesian-AB-Testing
Olist-Bayesian-AB-Testing PublicHierarchical Bayesian A/B testing on the Olist marketplace dataset. DuckDB SQL pipeline + PyMC; DiD design flips the sign of the naive on-time-delivery result.
Python 1
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ab-guardrail
ab-guardrail PublicCommand-line A/B-test guardrail that checks whether an experiment is safe to interpret: SRM detection, metric tests, and propensity score matching, returning a clear launch verdict.
Python 1
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Sovereign-Risk-and-Portfolio-Allocation
Sovereign-Risk-and-Portfolio-Allocation PublicHigh-dimensional resource allocation with reinforcement learning. A from-scratch PPO agent allocates across a 117-asset universe, beating equal-weight by 12.6% (deterministic) and 5-9% (stochastic,…
Jupyter Notebook 1
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BCGX-Data-Scientist
BCGX-Data-Scientist PublicData science project: PowerCo SME churn classification with a validation-fold cost-optimal operating threshold, leak-safe SMOTE-inside-pipeline resampling, isotonic probability calibration, and a C…
Jupyter Notebook 1
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JPMC-Quantitative-Researcher
JPMC-Quantitative-Researcher PublicQuantitative research projects: probability-of-default modelling with a held-out threshold-selection fold, DP-based FICO bucketing, and tabular Q-learning for natural gas storage.
Jupyter Notebook 6
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C-Algorithms
C-Algorithms PublicImplemented Gaussian Fitting, Google PageRank and NN algorithms from scratch
C++
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