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JairParra/README.md

πŸ‘‹ Hello, I'm Jair

πŸš€ Data Scientist, Data Engineer, Data Architect, AI/ML Engineer

πŸŽ“ MSc Data Science @ Hec Montreal | πŸŽ“ B.A. Computer Science, Statistics & Linguistics @ McGil University | πŸ—£ Polyglot


🧐 About Me

πŸ”Ή I am a passionate Data Scientist, Data Engineer, and Financial Engineer with a deep understanding of data-driven decision-making.
πŸ”Ή My expertise spans across Machine Learning, Artificial Intelligence, Data Engineering, and Financial Engineering.
πŸ”Ή I have a strong academic foundation in Mathematics, Statistics, and Computer Science.
πŸ”Ή Experienced in working with Big Data, Cloud Computing, and Scalable AI Solutions.
πŸ”Ή I thrive on solving complex problems with data and designing scalable solutions that drive business value.

πŸ’‘ Fun Fact: I speak multiple human languages and programming languages alike!


πŸ’‘ Domain Expertise

πŸ“Š Data Science & Machine Learning

  • Predictive Modeling & Forecasting
  • Deep Learning (NLP, Computer Vision)
  • Reinforcement Learning
  • Bayesian Inference & Probabilistic Modeling
  • Feature Engineering & Model Optimization
  • Experimentation & A/B Testing

πŸ“‰ Financial Engineering

  • Quantitative Finance & Algorithmic Trading
  • Derivatives Pricing & Risk Management
  • Portfolio Optimization
  • Stochastic Calculus & Monte Carlo Simulations
  • Time Series Analysis

πŸ”§ Data Engineering

  • Big Data & Distributed Computing (Spark, Hadoop)
  • Cloud Computing (AWS, GCP, Azure)
  • Real-time Data Pipelines & ETL
  • Database Management & Optimization (SQL, NoSQL)
  • Scalable Architecture Design

πŸ› οΈ Tech Stack

Python
R
SQL
Scala
Spark
TensorFlow
PyTorch
AWS
Docker
Kubernetes


πŸ“ˆ GitHub Stats

GitHub Stats
GitHub Streak Stats
Top Languages


πŸ† Achievements

  • πŸ… MSc. in Data Science & Business Analytics @ HEC Montreal
    • Award: NSERC Canada Graduate Scholarships – Master’s program
    • Award: L'OrΓ©al Canada MSc Entrance Scholarship
  • πŸ… B.A. in Computer Science with double minor in Statistics & Linguistics @ McGill University
  • πŸ“œ Multiple ML & Data Engineering Certifications
  • 🎯 Experience building complex and functional AI/ML solutions
  • 🎀 Multiple Data Science and AI Projects

πŸ“¬ Connect With Me


⭐ If you like my work, consider giving my repositories a star! ⭐

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  1. Risk_Management_European_Options Risk_Management_European_Options Public

    The objective is to implement (part of) the risk management framework for estimating the risk of a book of European call options on the SP500 by taking into account the risk drivers such as underly…

    R 1 1

  2. WallstreetbetsGenNLP WallstreetbetsGenNLP Public

    Project for the class Machine Learning for Large-Scale Data Analysis and Decision Making (MATH60629A): Winter 2024

    Jupyter Notebook 1

  3. Algotrading_Strategy_Fintech Algotrading_Strategy_Fintech Public

    A machine-learning based S&P 500 sub-universe selection algorithm based on economic sectors and stocks with largest market capitalisation.

    R 1

  4. Dating_Rental_Database_Project Dating_Rental_Database_Project Public

    Creation from scratch of an database for some application with (simple) user interface.

    Python 1

  5. StockDiversifier StockDiversifier Public

    A portoflio diversification algorithm based on Beta-autoencoders and quantitative finance optimization methods.

    Jupyter Notebook 1

  6. CV_parser CV_parser Public

    An NLP parser for word and pdf resumes with Spacy and NLTK

    Python 1 1