I've been a professional Software Engineer for over 12 years, with experience in Python and Java
as well as SQL and Mongo databases. I'm passionate about NLP, LLMs, DNNs, Vector DBs,
as well as data science and other Deep Learning modalities.
I'm currently working on a TrailzAI app that recommends mountain bike trails to
users utilizing natural language processing with HuggingFace Transformers and a PineCone VectorDB.
You can find that project here.
I'm always learning new technologies, but more importantly, I enjoy applying my knowledge to
projects and apps to benefit others. I also have my own blog
Tales from the Trailz
where I write poetry and essays about my experiences in Nature, riding my mountain bike, hiking and camping.
Please see my code and projects below.
Trailz AI app for recommending trails to users using NLP (Natural Language Processing). This project is written in Python,
using HuggingFace SentenceTransformers, OpenAI and PineCone VectorDB for LLMs.
Audiobooks web and mobile app dedicated to the BIPOC community. I created the webapp using NodeJS, React, Javascript, TypeScript,
and a backend MongoDB. All code is proprietary, so please reach out for more info.
Blog dedicated to my experiences as a Chicano (Mexican American) man in Nature. From mountain biking to hiking, I write poems, essays
and prose about my perspective in Nature. This site was created using WordPress and WooCommerce.
Speech recognition app built in Python that's able to detect who is speaking in a room of audio. This project utilizes
the Mel Frequency spectrum to convert audio to spectrograms, and the LGB and K-Means clustering to identify speakers.
DRM (Digital Rights Management) Proxy needed for streaming audiobooks from contracted publishers. This app was
designed in NodeJS and utilizes DRM contracts between publishing servers and Google Cloud.
