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

👓 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.
🚀 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.
💼 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.
🎓 Dual Degree
  • BSc in Mathematics, Universidad Nacional de Colombia.
  • BSc in Computer Science, Universidad Nacional de Colombia.
🏞️ Outside of Tech
  • Enjoy hiking and exploring nature.
  • Passionate about playing the guitar.
  • Participate in ultimate frisbee.
  • Engage in calisthenics and other physical activities.

🛠️ 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

💻 Some works

💻 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.

📊 Some works in Maths

💼 Some works in Economy

💬 Contact Info

Juan Lara's Projects

actuarial-datamined-provisiones icon actuarial-datamined-provisiones

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.

algorithmsun2023i icon algorithmsun2023i

This repository is for course Algorithms at Universidad Nacional de Colombia 2023-1

atlantida-web-page icon atlantida-web-page

Desarrollo del ejercicio final para la materia de gráfica interactiva en el cual se elabora una página web sobre la Atlántida y entre ello se dispone de un mapa interactivo.

brickbreaker icon brickbreaker

This repository is for the project of the course Object-oriented Programming at Universidad Nacional de Colombia 2021-2

compilers icon compilers

This repository is for the course Compilers at Universidad Nacional de Colombia 2022-1

integer_optimization icon integer_optimization

This repository is for the project of the course Optimization at Universidad Nacional de Colombia 2021-1

juanlara18.github.io icon juanlara18.github.io

✨ Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com

madamex icon madamex

In that repository we developed a web application where we can interact to encrypt and decrypt messages with different types of encryption, additionally the application allows cryptanalysis to decrypt messages. For more information on how it works, consult the file Manual.pdf

maths-ml icon maths-ml

This repository is for the course Maths of Machine Learning at Universidad Nacional de Colombia 2022-2

mixmax-rng icon mixmax-rng

This repository is for the project of the course Numerical Analysis at Universidad Nacional de Colombia 2021-1

mnist-digit-classifier-generator icon mnist-digit-classifier-generator

Proyecto de clasificación y generación de dígitos en la base de datos MNIST utilizando un modelo Naive Bayes. Incluye experimentos de clasificación y generación de imágenes sintéticas de dígitos.

quizapp icon quizapp

This repository is for the project of the course Data Structures at Universidad Nacional de Colombia 2022-2

tetris icon tetris

This was a game made in 2021-2 for the course Oriented-object Programming. Is developed in JavaScript using the p5 library.

textinsight icon textinsight

Text Insight is an advanced text analysis tool powered by Artificial Intelligence Deep Learning Language (LLM) models, designed to decipher, interpret and reveal hidden patterns and meaningful trends in complex textual data.

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