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chirath-st/README.md

Hi, I'm Chirath Soithong

Data Science + Economics @ Rutgers–New Brunswick (minor in Computer Science, expected May 2028). I build data tools and AI automations.

  • Agoda (Bangkok, Jun–Aug 2026): built two tools for a commercial team. Both are live.
  • Research: expanded a Rutgers Quant Finance Club DeepLOB replication into 95 machine-learning experiments across seven models, five prediction horizons and four cost-aware loss functions. The report was submitted to the Rutgers Quant Finance Club.
  • Stack: Python · SQL · PyTorch · pandas · scikit-learn · Databricks · n8n · Slack · Jira · Git
Start here What it is
lob-deep-learning-trading DeepLOB extension in Python/PyTorch: seven models, 95 experiments and spread-cost backtests on FI-2010 order-book data
chirath-st.github.io Source of my portfolio website (Vite, vanilla JavaScript, GSAP)

Portfolio: chirath-st.github.io · LinkedIn: in/chirath-so

Popular repositories Loading

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    Python and SQLite pipeline that loads daily AAPL, MSFT and GOOGL prices into a normalized database (Rutgers course project)

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  2. lob-deep-learning-trading lob-deep-learning-trading Public

    Deep learning for limit order book prediction and trading: DeepLOB reproduction, Transformer extension, ablation study, backtesting, and cost-aware training on FI-2010

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  3. chirath-st.github.io chirath-st.github.io Public

    Chirath Soithong — portfolio (Rutgers Data Science & Economics)

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    Night Out demo: bar lines in New Brunswick, NJ. Simulated data; no bar is affiliated.

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