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BobbyAxerol/README.md

BobbyAxerol · Vũ Công Minh

Quant researcher who also ships the infrastructure.

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Capital markets × systematic trading × AI systems — building at the intersection where math meets production code. Currently trading rates derivatives and shipping AI automation at a securities firm by day; engineering quant infrastructure and open-source tooling by night.


Live Ticker

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What I work on

alpha research       →  VN30 Futures / Crypto / US Equities
execution systems    →  async Python · Redis · Kafka · 500+ live strategies
capital markets      →  Govie Bond · IRS/AIRS · swap curve · interbank rates
AI automation        →  Agentic pipelines · market analytics · LLM-orchestrated workflows

Stack

Python C++ PostgreSQL Redis Kafka Docker AWS Numba


Pinned

Execution & Data Infrastructure

Repo Description
quant-data-layer Async market data gateway — Binance + VN Stocks (DNSE/vnstock), Redis Pub/Sub, Parquet warmups, auto-failover stars
trading-historical-data Automated historical data collection — Crypto, VN Stocks, VN Futures, Options stars
quantbt Vectorised backtest SDK with Numba-compiled simulation kernels stars

Quant Research

Repo Description
walk-forward-optimization WFO strategy using Tree-Parzen Estimator (TPE) for hyperparameter optimization stars
BavarBled-mlops Hybrid architecture — Bayesian Model Averaging, VAR, Black-Litterman, Transformer, CNN, TD3 for dynamic portfolio allocation stars

Capital Markets

Repo Description
treasury-quant Treasury analytics terminal — interbank FX, money market, swap curve, bond (FI, Govie) real-time monitoring stars

Numbers that matter

  • > 15 alphas live on VN30 Futures — Sharpe >3 · MDD <6% · hit rate ~70%
  • > 22 alphas live on Binance Futures — Sharpe >2 · MDD <12% · hit rate ~68%
  • Many strategies on Option, Structuring Product and Capital Market (Interbank Market)
  • 500+ strategies running concurrently on self-built execution infra
  • Agentic AI terminal deployed at securities desk — endorsed by BOD

Building in the open where the work allows it. Reach out on LinkedIn for anything else.

Pinned Loading

  1. walk-forward-optimization walk-forward-optimization Public

    This project implements a Walk-Forward Optimization (WFO) strategy using Tree-Parzen Estimator (TPE) for hyperparameter optimization. It includes modules for backtesting, configuration, optimizatio…

    Python 2

  2. quant-data-layer quant-data-layer Public

    A high-performance, async market data gateway for Crypto (Binance) and VN Stocks (DNSE/vnstock). Features historical Parquet warmups, live Redis Pub/Sub streaming, and auto-failover.

    Python 3

  3. quantbt quantbt Public

    Vectorised backtest SDK with Numba-compiled simulation kernels.

    Python 1

  4. treasury-quant treasury-quant Public

    A public-facing treasury analytics and terminal repository for interbank FX, money market, swap curve, and bond (FI, GOVIE) real time monitoring.

    Python 1

  5. trading-historical-data trading-historical-data Public

    Automated market data collection service system (Crypto, VN Stocks, VN Futures, Options) - Historical Only

    Python 1

  6. BavarBled-mlops BavarBled-mlops Public

    BAVAR-BLED is a hybrid architecture combining Bayesian Model Averaging, Vector Autoregression, Black-Litterman under Elliptical, Transformer, CNN, and TD3 distributions to build dynamic portfolio a…

    Python