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archer-paul/README.md

Hi there! 👋 I'm Paul Archer

About Me

Second-year engineering student at Télécom Paris (Institut Polytechnique de Paris), specializing in Stochastic Modeling & Scientific Computing and Data Science. Starting my MSc Mathematics & Finance at Imperial College London in September 2025.

🚀 What I'm Working On

  • Algorithmic Trading Systems: Built a reinforcement learning-based trading bot achieving 18% annual returns
  • Healthcare AI: Developed predictive models for cancer treatment analysis at AP-HP hospital + Top 10 finish at Google DeepMind Healthcare Hackathon
  • Quantum Computing: Explored quantum optimization algorithms for telecom networks at Sopra Steria
  • Research: Medical funding analysis using OCR + LLM + statistical modeling

Experience Highlights

  • Data Science Intern @ Hôpital Henri Mondor (AP-HP) - Predictive modeling on healthcare data
  • Quantum Computing Intern @ Sopra Steria - Cold atoms-based quantum algorithms
  • Former General Secretary @ Forum Télécom Paris - Managed €300k budget for largest student career fair

🛠️ Tech Stack

Programming Languages:

  • Python ⭐️⭐️⭐️⭐️⭐️
  • C++ ⭐️⭐️⭐️⭐️
  • R ⭐️⭐️⭐️⭐️
  • MATLAB ⭐️⭐️⭐️
  • TypeScript ⭐️⭐️⭐️
  • OCaml ⭐️⭐️
  • Java ⭐️⭐️

Finance & ML Libraries:

  • Quantitative Finance: QuantLib, NumPy, SciPy, Pandas
  • Machine Learning: PyTorch, TensorFlow, scikit-learn, XGBoost
  • Quantum Computing: Qiskit, Pulser (Pasqal)
  • NLP: NLTK, Transformers, spaCy

Research Interests

  • Quantitative Finance: Derivatives pricing, portfolio optimization, algorithmic trading
  • AI in Healthcare: Predictive modeling, NLP for medical data
  • Quantum Computing: Optimization algorithms, financial applications
  • Time Series Analysis: Forecasting models, statistical pattern recognition

Featured Projects

Trading Bot - Deep RL algorithmic trading system with risk management
GEMCARE - AI medical records platform (Google DeepMind Hackathon Top 10)
Research Funding Analyzer - OCR + LLM for medical research funding analysis
Quantum Network Optimizer - Quantum algorithms for telecom resource allocation

Languages

French (Native) | English (Fluent - TOEFL 106/120) | German (B2) | Spanish (A2)

📫 Let's Connect!


"Bridging mathematics, AI, and finance to solve tomorrow's quantitative challenges" 🚀

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