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GitHub / edcalderin 38 Repositories

Systems Engineer passionated to Data Science and Machine Learning. Always putting efforts in the stuff I want to achieve.

edcalderin/LLM_Tech

Language: Jupyter Notebook - Size: 743 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

edcalderin/gemini-movie-detective-api

Size: 55.7 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

edcalderin/handwritten-digit-recognition

Detect handwritten numbers using cosine similarity metric

Language: Python - Size: 9.38 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

edcalderin/salesorder-sqlchatbot

A minimal AI chatbot that translates natural language into SQL queries, queries a MySQL database, and displays the results—all via a user-friendly Streamlit interface.

Language: Python - Size: 396 KB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

edcalderin/huggingface-ragflow

This project implements a classic Retrieval-Augmented Generation (RAG) system using HuggingFace models with quantization techniques. The system processes PDF documents, extracts their content, and enables interactive question-answering through a Streamlit web application.

Language: Python - Size: 120 KB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 1 - Forks: 0

edcalderin/textual-diffuser

TextualDiffuser is a text-to-image generation tool powered by Stable Diffusion. It transforms natural language prompts into high-quality visuals, making AI-powered creativity accessible for developers, designers, and artists.

Language: Python - Size: 430 KB - Last synced at: 4 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

edcalderin/HotDogOrNot

FastApi for hot dog detection with Tensorflow Keras and Transfer Learning

Language: Jupyter Notebook - Size: 3.35 MB - Last synced at: 12 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

edcalderin/Medical-Insurance-Charge-prediction

Repo for mid-term project of Machine Learning Zoomcamp

Language: Jupyter Notebook - Size: 2.14 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

edcalderin/RecommenderSystem-LLM

Recommender System with Large Language Models (LLM)

Language: Jupyter Notebook - Size: 9.18 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 2 - Forks: 1

edcalderin/Heartbet-Sound-Anomaly-Detector

Capstone 2 project for the Machine Learning Zoomcamp - DTC

Language: Jupyter Notebook - Size: 95 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

edcalderin/SQLPilot

Text2Sql application using llama-index and Snowflake with Streamlit.

Language: Python - Size: 217 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

edcalderin/TraveIMuse

TravelMuse is an intelligent travel planning application that leverages Generative AI to create personalized travel itineraries and visualize them on an interactive map.

Language: Python - Size: 229 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

edcalderin/CLIP_Image_search

Image Searcher with CLIP model.

Language: Python - Size: 2.6 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

edcalderin/BaldorAI

BaldorAI is an intelligent math assistant powered by LangChain agents. It combines classic problem-solving with cutting-edge AI to understand, solve, and explain algebraic concepts step by step — just like Baldor would in the 21st century.

Size: 104 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

edcalderin/Hospital_system_chatbot

Chatbot designed to answer questions about the hospitals, patients, visits, physicians and insurance payers in a fake hospital system. The agent uses Retrieval Augmented Generation (RAG) over both structured and unstructured data that has been synthetically generated.

Size: 44.9 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

edcalderin/MistralChain

A lightweight interactive AI app built with Chainlit and powered by the Mistral 7B language model. Designed for flexible experimentation and rapid prototyping.

Size: 0 Bytes - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

edcalderin/StudentDropout-Prediction-Mlops

Project for predicting if a student will dropout or graduate from the school

Language: Jupyter Notebook - Size: 10.8 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1

edcalderin/MedicalChatbot-Llama2

Medical chatbot using Llama2

Size: 10.4 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

edcalderin/TutorialCV Fork of felipesanmartin/TutorialCV

Introducción a Computer Vision

Size: 2.31 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

edcalderin/LaPazCNNsSection Fork of haruiz/LaPazCNNsSection

Size: 3.34 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

edcalderin/deploying-machine-learning-models Fork of trainindata/deploying-machine-learning-models

Code for the online course "Deployment of Machine Learning Models"

Size: 5.08 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

edcalderin/MCQGenerator_LLM

Language: Jupyter Notebook - Size: 116 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

edcalderin/Apolo11-simulator

Simulate events of devices for Apollo 11 missions and export stat reports

Language: Python - Size: 24 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

edcalderin/Steam_SystemRecommender

Sistema de Recomendacion de la plataforma Steam desarrollado

Language: Jupyter Notebook - Size: 9.2 MB - Last synced at: 4 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

edcalderin/Music_Genre_Classification

MIR (Music Information Retrieval) applied to Music Genre Classification

Language: Jupyter Notebook - Size: 4.23 MB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

edcalderin/machine-learning-zoomcamp

Repository for submissions

Language: Jupyter Notebook - Size: 2.46 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

edcalderin/Academic-grades-scraping

Saving grades using scraping

Language: Python - Size: 1.95 KB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

edcalderin/course-mlops-zoomcamp

Repo to store homeworks.

Language: Jupyter Notebook - Size: 12.8 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

edcalderin/MLOps_DVC_WineDataset

Using DVC as part of my learning path in MLOps

Language: Python - Size: 56.6 KB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

edcalderin/SegmentAnythingModel-SAM

Language: Jupyter Notebook - Size: 331 KB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

edcalderin/ml-ops-ci Fork of vb100/ml-ops-ci

MLOps example

Language: Python - Size: 31.3 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

edcalderin/BentoML_IrisDataset

First contact with BentoML

Language: Jupyter Notebook - Size: 4.88 KB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

edcalderin/Titanic-deployment-ml-model

Language: Python - Size: 66.4 KB - Last synced at: 28 days ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

edcalderin/BreastCancerDetection_CNN

Project for Breast Cancer Detection with Convolutional Neural Network

Language: Jupyter Notebook - Size: 66.5 MB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

edcalderin/Keyword_recency_score_competition

Challenge for Datasource.ai

Language: Jupyter Notebook - Size: 74.6 MB - Last synced at: 4 months ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

edcalderin/BreastCancerDetection_app

Mobile application for WomanLife project

Size: 36.9 MB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 1

edcalderin/DeepLearning_SaturdaysAI

Curso Deep Learning por Saturdays AI - La Paz

Language: Jupyter Notebook - Size: 28.9 MB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

edcalderin/Algebra_lineal-para-ML Fork of AnIsAsPe/Algebra_lineal-para-ML

Language: Jupyter Notebook - Size: 71.2 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0