Codes, Publications and Authored Works

This repository contains a collection of Python code snippets and non-structured projects related to quant finance and AI.

Below is a selection of my articles covering quantitative finance, algorithmic trading, AI applications, Python development, and maritime law.

You can explore most of these articles on my Medium profile https://medium.com/@sl_mar.

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1. Trading Strategies

• Trading Small Caps
  The difficult exercise of balancing risk and reward. Published on Dec 16, 2024 in InsiderFinance Wire

• Outperforming the Market (1000% in 10 years)
  Blending Momentum and Mean-Reversion scorings. Published on Sep 15, 2024 in Coinmonks

• Using adaptative Laguerre filter in trend following strategies
  From Schrodinger equation to technical trading. Published on Sep 13, 2024 in Coinmonks

• Trading TLT at the turn of the month
  Returning 18% CAGR since 2020 in an underlying bearish market. Published on Sep 26, 2024 in InsiderFinance Wire

• Trading SPY on Mean-Reversion Achieving a 7% Return with minimal market exposure. Published on Mar 15, 2024 in InsiderFinance Wire

• Trading Silver on Mean-Reversion How to use Bollinger Bands and RSI to hedge physical asset. Published on Mar 7, 2024 in InsiderFinance Wire

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2. Quantitative finance automation and LLM pair-coding

• Towards Automating Quantitative Finance Research
  A presentation of the QuantCoder project. Published on Dec 16, 2024 in AI Advances

• From Finance Papers to Trading Algorithms
  Integrated Extraction and Coding of Alpha Research. Published on Oct 1, 2024 in AI Advances

• Fetching Interactive Brokers Historical Data
  A step-by-step guide using IB_insync. Published on Sep 25, 2024 in InsiderFinance Wire

• Is JSON All You Need? Building an AI trading assistant with MyShell. Published on Oct 27, 2024 in AI Advances

• Link to the Trading Operator App powered by MyShell

• Searching Academic Articles with Python and the CrossRef API
  Essential Data Gathering for Quantitative Workflows. Published on Oct 10, 2024 in Python in Plain English

• LLM Pair-programming in Algorithmic Trading Optimizing Python and QuantConnect Development with AI. Published on Mar 2, 2024 in Python in Plain English

• Integrating GPT-4 in Financial Trading Analysis
  How a Simple Script Can Preemptively Guide Your Trading Decisions. Published on Dec 1, 2023 in InsiderFinance Wire

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3. Stock Analysis

• Assessing ROA and ROE in Selecting Undervalued Stocks
  A Study on ROA and ROE’s Efficiency in Low-Valuation Universe with Quantconnect. Published on Dec 7, 2023 in InsiderFinance Wire

• Quantyfing Portfolio downside risk using Python
  Beyond a bootstrap Calculation of Value-at-Risk. Published on January 7, 2024 in InsiderFinance Wire

• An OOP integration of FinViz Data for quantitative trading Developping securities universe classes in Python. Published on February 16, 2024 in InsiderFinance Wire

• An object-oriented framework for algorithmic trading
  Universes, Alpha signals and Portfolio models using ib_insync. Published on February 14, 2024 in Stackacademic

• Identyfing BreakOut Stocks with Python: a data-driven selection guide An extension of previously introduced AI-driven stocks selection methodology, focusing on actionable Python code. Published on November 10, 2023 in InsiderFinance Wire

• Using Fundamental analyis to identify undervalued stocks
  Published on Oct 15, 2023 in InsiderFinance Wire

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4. Clustering and Forecasting

• Stocks Clustering: The Coded Approach
  Published on Oct 8, 2023 in InsiderFinance Wire

• Predicting Intraday Market Direction
  Published on Nov 27, 2023 in InsiderFinance Wire

• Can ARIMA predict the next direction of the US Equities market Published on Nov 1, 2023 in InsiderFinance Wire

• Forecasting the daily closing value of SPY with ARIMA and LSTM models in Python Published on Oct 25, 2023 in Python in Plain English

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5. AI in Legal Reasoning

• An Evaluation of AI in Legal Reasoning
  Can ChatGPT help legal practitioners? Published on Aug 5, 2023 in AI Advances

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6. General AI

• Learning Foreign Languages with MyShell
  Design your own AI teaching assistant. Published on Sep 14, 2024 in AI Advances

• Slovene chat assistant with MyShell

• Italian chat assistant with MyShell

• How to build Conversational AI for Education with Python Building Dual-Agents Chatbots with Python: Harnessing AI for Targeted Knowledge Acquisition and Automated Learning. Published on November 7, 2023 in AI Advances

• 2050 World Forecast: Insights from AI Futurist & Policy Advisor
  Published on Nov 21, 2023 in AI Advances

• Exploring Climate Challenges: A Simulated AI Dialogue Between Policy Maker and Climate Expert
  Published on Nov 20, 2023 in AI Advances

• Dual-agent Chatbots and Expert System Design
  Published on Nov 13, 2023 in Towards Dev

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7. International Maritime Law

• Une analyse de la sentence arbitrale rendue dans le différend maritime du Golfe de Piran entre la Slovénie et la Croatie
  Published on Oct 10, 2024 In Neptune, Centre de droit maritime et océanique, Université de Nantes

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8. Ship operations

• L'exploitation des navires citernes: pétroliers, chimiquiers, gaziers
  Published on Nov 18, 2008 By Infomer - 424 pages

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Connect with Me

I am a shipmaster writing outside of a traditional academic setting. Explore my GitHub or connect with me for collaboration opportunities.

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