Clay Mark Sarte's repositories
research-starter-handbook
A Builder’s Guide to Mastering Academic Research
LEO-Backend
A robust, production-ready backend API for LEO, a multi-turn, citation-driven chatbot focused on Philippine labor law. Built with FastAPI, delivering a scalable, modular RAG pipeline with multilingual support.
LEO-Frontend
This it the fronend design for LEO (Labor Education Online).
portfolio-website
A cosmic-themed portfolio website built with React, Vite, and Tailwind CSS. Showcases full-stack, AI, and embedded projects with animated visuals and smooth scroll sections. Inspired by spaceportfolio.netlify.app.
classical-machine-learning
This repository contains a full-length, book-style guide designed to help engineers, developers, and practitioners master classical machine learning algorithms using scikit-learn
claybot-backend
A chatbot using the openAI model integrated into my portfolio website.
DigitRecognizerWebApp
This project recognizes hand-drawn digits using a neural network built from scratch in NumPy.
bisaya-interpreter
Bisaya++ is a strongly–typed high–level interpreted Cebuano-based programming language developed to teach Cebuanos the basics of programming. Its simple syntax and native keywords make programming easy to learn.
machine-learning-notebooks
These are my jupyter notebooks that contains classical machine learning and deep learning implementations in Kaggle.
mobile-dev-companion-book
From React Native to Expo & EAS — a guide to building and deploying mobile apps
MLops-Project-Handbook
An ultimate resource for mastering practical, cost-effective AI/ML development
ai-chatbot-engineering
A comprehensive, book-style guide for building production-ready AI-powered chatbots using LLMs. It’s designed for developers, engineers, founders, and AI product builders who want to go beyond the playground and create real-world conversational AI systems that scale.
codebase-architecture
A practical, developer-first handbook for structuring React + FastAPI projects—from AI MVPs to scalable platforms.
CryptoSentimentProject
AI-powered crypto sentiment analysis and prediction platform.
SentimentAnalysisV2
A full-stack sentiment analysis web application powered by BERT transformers.
plant-disease-type-EfficientNetB1
Plant Disease Classifier using a fine-tuned EfficientNetB1 model (96.68% accuracy on Kaggle). Upload a leaf image, use your webcam, or paste from the clipboard to detect the plant species and disease with confidence scores.
face-mask-detection-yolov5l
This system uses a YOLOv5l model fine-tuned on the Kaggle Face Mask Detection Dataset to identify correct, incorrect, and missing face mask usage. It supports image upload or webcam input, with labeled bounding boxes and adjustable confidence thresholds.
lung-cancer-detection-resnet50
CT scan-based lung cancer classifier using fine-tuned ResNet50. Deployed with Gradio on Hugging Face Spaces. Includes Grad-CAM visualization for explainability.
cnn-companion-book
Hands-on code-first guide to mastering Convolutional Neural Networks for real-world vision tasks using PyTorch & TensorFlow — code-first, concept-rich, and deployment-aware.
pytorch-companion-book
A complete, well-structured learning reference and field guide to the core PyTorch torch API.
TensorFlow-Companion-Book
A personal guide and practical reference to mastering TensorFlow
DigitRecognizerModelTraining
Train a handwritten digit recognizer from scratch using a custom-built Artificial Neural Network (ANN) in NumPy. This project generates the model weights (model_weights.npz) used by the DigitRecognizerWebApp repo. Includes full training pipeline, real image testing, and activation flow visualization.
DogBreedClassifier
A lightweight image classifier built using MobileNetV2 and transfer learning in PyTorch
traffic-sign-classification-efficientnetb0
A traffic sign classification using a fine-tuned EfficientNetB0 model on the GTSRB dataset.
efficientnet-flower-classifier
An elegant and efficient flower type classifier powered by TensorFlow, fine-tuned using EfficientNetB7
DFA_Robot_Navigator
A Robot Navigator Game using Deterministic Finite Automata
NeuralNetworkLogicGates
A C# WinForms application that trains a basic neural network using backpropagation to simulate 5-input logic gates
ImageProcessingTraining
A C# WinForms project for learning and experimenting with image processing techniques.