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apostleoffinance/README.md

👋 Hi, I'm Tunmise

Software & ML Engineer | Quantitative Trader

Operating at the intersection of Blockchain Data, AI, and Quantitative Systems


🧩 About Me

I’m a Software and Machine Learning Engineer with a strong foundation in quantitative research and blockchain data systems. My work centers around designing and implementing autonomous trading models, data-driven infrastructure, and AI-powered analytics for decentralized markets.

I’m particularly passionate about integrating financial theory, machine learning, and on-chain transparency to redefine how markets are understood and automated.

  • 🔭 Currently building: Quantitative crypto trading bots and blockchain data pipelines
  • 🧠 Focused on: Market microstructure modeling, predictive analytics, and smart contracts
  • 🌱 Learning: Rust for high-performance systems and reinforcement learning for adaptive trading
  • 💬 Ask me about: Algorithmic trading, on-chain data analysis, or AI model optimization
  • ⚙️ Philosophy: "Code is an experiment; data is the truth."

🧠 Technical Stack

Languages: Python • Java • Rust • SQL

Domains: Quantitative Finance • Blockchain Analytics • Machine Learning

Tools & Frameworks: Pandas • NumPy • PyTorch • FastAPI • PostgreSQL • Docker • AWS

Python Rust Java SQL Machine Learning Blockchain


💼 Professional Focus

  • Quantitative Research: Statistical modeling, backtesting, and alpha generation
  • Blockchain Data Engineering: Extract-transform-load (ETL) systems for on-chain data
  • Machine Learning Applications: Time-series forecasting, market regime detection
  • Software Engineering: High-performance systems and API design for data automation

🎓 Education & Certification

B.Sc — Banking and Finance

Certifications:

  • FMVA® — Corporate Finance Institute
  • FRM® (In View)Global Association of Risk Professionals

Focus: Data Science, Quantitative Methods, Financial Modeling


📫 Contact


“Markets are conversations in math — I build the translators.”

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  1. btc-8h-predictor-allora-maker btc-8h-predictor-allora-maker Public

    Machine learning models for predicting BTC/USD 8-hour log-returns

    Python

  2. Crypto-Trader-Classification Crypto-Trader-Classification Public

    Classifying cryptocurrency traders using logistic regression. This tool aims to categorize traders into three groups: Good Trader, Average Trader, and Bad Trader, based on their trading performance…

    Jupyter Notebook 6

  3. VWAP-ML-Portfolio-Optimization VWAP-ML-Portfolio-Optimization Public

    This project aims to develop a multi-asset trend-following strategy using VWAP (Volume Weighted Average Price) as a core indicator.

    Python 3 1

  4. SDS-CP023-diamond-price-predictor SDS-CP023-diamond-price-predictor Public

    Forked from SuperDataScience-Community-Projects/SDS-CP023-diamond-price-predictor

    Predicting the price of diamond cuts based on their properties

    Python 1

  5. SDS-CP020-sentiment-analysis-using-youtube SDS-CP020-sentiment-analysis-using-youtube Public

    Forked from SuperDataScience-Community-Projects/SDS-CP020-sentiment-analysis-using-youtube

    Building an ETL pipeline to grab YouTube comments and conduct sentiment analysis

    Jupyter Notebook 1

  6. Energy-Price-Forecast Energy-Price-Forecast Public

    Building an Electricity Price Forecasting Model for the German Electricity Market. Germany's electricity market has undergone significant transformations in recent years, influenced by the integrat…

    Jupyter Notebook 1 1