Hi, I'm Julian Agudelo 🌱

I am a final year student of a Master's Degree in Engineering ("Diplôme d'ingénieur") at AgroParisTech and a final year Master's student in Bio-informatics at Université Paris Saclay. I'm currently working as a data science intern at Agrial. I am an artificial intelligence and problem-solving enthusiast, and although I work on all kinds of projects, I have a special affinity with the agriculture and biological field.

I’m currently interested in:

Data-mining and unsupervised learning.
Theoretical Machine Learning (learning theory).
Continual learning.

I’m currently working on:

Crop yield prediction using ML and DNN.

I'm open to:

Machine learning or Deep learning projects.
Collaborative projects for the rural world.
Opportunities to pursue my path towards research in informatics, bio-informatics or data science.

Skills:

Languages:

ML/DL Librarires:

Databases:

Tools and Technologies

IDEs

Other tools

📫 How to reach me:

Julian AGUDELO's Projects

arduino_automated_greenhouse

Arduino Automated Greenhouse Developed as an agricultural engineering control project in 2022.

datacamp-master

Datacamp class for master student - 1 week

drought_pred_hybrid

Hybrid neural model combining multi-source tabular data and time series to predicting continental US drought.

julagu

Config files for my GitHub profile.

malware_detection

Repository dedicated to a classification data science project for the cours: "AP_Prog" at AgroParisTech. (11/2023)

reprohackaton_2023

Repository dedicated to the final project of the "ReproHackaton" course at the Paris Saclay University (Computer Science Grad School).

simulateur_invasion_de_cirses

Un outil logiciel qui simule l'invasion de cirses sur une parcelle. L'outil reproduit la reproduction de cette plante à travers de ses deux types de dispersion en fonction de la saison, ainsi que l'utilisation de drones pour la détection et le contrôle.