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AlvaroVasquezAI/README.md

Typing SVG

LinkedIn    X    Instagram    Threads    YouTube    TikTok    Hugging Face

About Me

Hello! I'm an AI Engineer passionate about architecting and developing effective, end-to-end AI models that solve real-world challenges. My focus is on bridging the gap between complex theory and tangible, data-driven software solutions.

I hold a Bachelor's in Artificial Intelligence Engineering from the National Polytechnic Institute (IPN), where I built a strong foundation in Machine Learning, Deep Learning, Computer Vision, and Natural Language Processing. I also enjoy sharing my knowledge by creating video content about AI on social media, making complex topics easier to understand.

AI & Neural Networks

My Tech Stack

Core Languages

Python TypeScript JavaScript Kotlin C++ SQL

AI / ML / DL

TensorFlow PyTorch Scikit-learn Ollama Pandas NumPy OpenCV Librosa

Backend & Databases

FastAPI SQLAlchemy PostgreSQL

Frontend & Mobile

React Android Jetpack Compose

Tools & Infrastructure

Git Docker Google Cloud CUDA GitHub Jupyter


Top 3 Projects

FOLIVIX

FOLIVIX Project

A full-stack diagnosis system using a Vision Transformer (ViT) backend and a native Android app to identify maize leaf diseases with 95% accuracy.

Tech: PyTorch, ViT, Kotlin, Compose

AI Model | Mobile App

Ctrl + LAB

AI Lab Management System

A containerized web app to streamline lab management, featuring an intelligent chatbot and PDF analyzer powered by a local LLM (Ollama) using a RAG architecture.

Tech: FastAPI, React, Docker, PostgreSQL, Ollama

View Project

Face Detection with RLHF

Face Detection with RLHF

A face detection model with a complete Reinforcement Learning from Human Feedback (RLHF) pipeline that learns from user input to boost robustness, reducing overall loss by over 64%.

Tech: Python, TensorFlow, RLHF, CustomTkinter

View Project

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  1. Ctrl-Plus-Lab Ctrl-Plus-Lab Public

    A full-stack lab management platform that simplifies scheduling and booking for teachers, with powerful oversight for admins. Its standout feature is "Controly," a conversational AI assistant power…

    JavaScript

  2. Maize_Leaf_Disease_Classification Maize_Leaf_Disease_Classification Public

    A prototype leveraging a Vision Transformer (ViT) for high-accuracy maize leaf disease classification. After systematic tuning (86.8% val acc), the final model achieves ~95% test accuracy, delivere…

    Python

  3. Satellite_Image_Classification Satellite_Image_Classification Public

    Satellite image classification using a custom Convolutional Neural Network (CNN), which achieves 96% accuracy on test data . The model is designed to classify images from the EuroSAT dataset into t…

    Jupyter Notebook 1

  4. Face_Gender_Classifier Face_Gender_Classifier Public

    A machine learning project for gender classification from facial images using Perceptron and SVM. Trained on a dataset of 2,307 images, both models achieved ~90% accuracy on test data. The project …

    Jupyter Notebook

  5. FOLIVIX FOLIVIX Public

    A native Android application built with Kotlin & Jetpack Compose to identify maize leaf diseases by connecting to a remote AI backend.

    Kotlin

  6. Face_Detection Face_Detection Public

    A deep learning project that enhances face detection through RLHF, bridging the gap between controlled-environment and real-world performance using MobileNetV2 architecture, transfer learning, and …

    Python