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The "Actuarial DataMined: Reserves" project utilizes CRISP-DM to analyze actuarial reserves. Using advanced data mining, it identifies patterns, risks, and opportunities in the reserves process, enabling proactive, informed actions for organizations.

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actuarial-science data-mining data-science python

actuarial-datamined-provisiones's Introduction

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Hello! I am Juan, a dedicated mathematician and computer scientist.

๐Ÿ‘“ Passionate about Technology
  • Focused on Large Language Models (LLM) and Natural Language Processing (NLP).
  • Active participant in educational and outreach initiatives.
  • Continuously expanding knowledge and skills.
  • Seeking real-world application opportunities.
๐Ÿš€ Data Scientist
  • Currently working as a Data Scientist at Ipsos, leading data analysis projects and developing machine learning models for sentiment analysis and topic classification.
  • Designing and maintaining interactive applications for data visualization using Shiny and Streamlit.
  • Managing and configuring Google Cloud services to handle and process large datasets efficiently.
๐Ÿ’ผ Professional Experience
  • Research Assistant at Harvard Business School (HBS), collaborating on economic research projects and developing mathematical models related to corporate strategy and organizational economics.
  • Data Scientist at Ipsos, leading data analysis projects, developing machine learning models, and designing interactive applications for data visualization.
  • Private Tutor for university-level courses in mathematics, physics, and statistics, providing personalized instruction and support to help students succeed academically.
๐ŸŽ“ Dual Degree
  • BSc in Mathematics, Universidad Nacional de Colombia.
  • BSc in Computer Science, Universidad Nacional de Colombia.
๐Ÿž๏ธ Outside of Tech
  • Enjoy hiking and exploring nature.
  • Passionate about playing the guitar.
  • Participate in ultimate frisbee.
  • Engage in calisthenics and other physical activities.

๐Ÿ› ๏ธ Tech Stack

Category Technologies
Programming Languages Python JavaScript C++ R SQL
Frameworks and Libraries NumPy Pandas SciPy p5js Flask
ML & AI scikit-learn TensorFlow PyTorch
Visualization Tools Plotly Tableau PowerBI
Operating Systems Windows Linux Kali
Cloud Services GCP AWS
Miscellaneous LaTeX Git MySQL

๐Ÿ’ป Some works

๐Ÿ’ป Some works in tech

Project Description
TextInsight An interactive text analysis tool built with Streamlit.
MadameX A web-based game developed using JavaScript.
BrickBreaker A classic brick breaker game implemented in JavaScript.
Tetris A web version of the popular Tetris game created using JavaScript.
Atlantida A website for the Atlantida project.

๐Ÿ“Š Some works in Maths

๐Ÿ’ผ Some works in Economy

๐Ÿ’ฌ Contact Info

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