Articles/Projects:
genui.com
Building your own software development team with chatGPT and AutoGen
Explore how untapped potential in AI will emerge through multi-agent collaboration, where multiple LLMs work together to enhance efficiency and innovation in software development and beyond.
genui.com
Do Larger Context Windows Remove the Need for RAG?
With AI models rapidly becoming capable of handling larger prompts, the question arises: Can we skip the Retrieval-Augmented Generation (RAG) method by including all necessary context directly in these larger prompts? What would this mean for performance and cost?
github.com
Gunshot sound detection in urban environments
Implemented double headed EffNet with PyTorch to detect gunshot sounds using spectrograms and chromagrams.
stanleyjovel.com
Comparison of AI Models for Celestial Body Classification
Presented at the 2nd Central American Space Congress, this study compares two AI approaches for classifying stars, galaxies and quasars. Content is in Spanish.
github.com
Mapping Urban Dynamics: Crime, Property, Subway Ridership, and Business in NYC
Investigated relationships between crime rates, property values, subway ridership, and business perceptions using big data technologies such as Zeppelin notebooks, Spark SQL, Presto and Tableau.
stanley-jovel.github.io
Self-Driving Car Learning with Behavior Cloning and PPO in Godot
Explored behavior cloning to reduce training time for a PPO agent mastering self-driving car maneuvers in Godot.
github.com
Machine Learning, Deep Learning Training and Inference
Trained a CNN on the GTSRB dataset with PyTorch (98% accuracy) and worked on ML projects including stock market and Olympics predictions.
dev.to
React Hooks Simplify Controlled Components
Learn how React hooks simplify building controlled input components.