Projects

A collection of my work in artificial intelligence and machine learning.

Intelligent Engine Failure Diagnosis System - Capgemini

Intelligent Engine Failure Diagnosis System - Capgemini

AI-powered diagnostic system for automotive engine failures using NLP for technical solution prediction, synthetic data generation, and intelligent classification with SHAP interpretability.

PythonPandasScikit-learnStreamlitOpenAI APISHAPNLP
Facial Recognition Desktop Application

Facial Recognition Desktop Application

Desktop application based on AI for facial recognition with data collection, preprocessing, performance evaluation and optimization capabilities.

PythonPyCharmTkinterDlibNumPyPillowOpenCV
DeepSeek AI Application Development

DeepSeek AI Application Development

Development of an innovative application leveraging DeepSeek AI capabilities for advanced AI-powered solutions.

DeepSeek AIPythonAPI Integration
MNIST GAN for Handwritten Digit Generation

MNIST GAN for Handwritten Digit Generation

Generative Adversarial Network (GAN) project on MNIST dataset to generate realistic handwritten digits using deep learning techniques.

PythonTensorFlowGANsMNISTDeep Learning
Real Estate Price Prediction

Real Estate Price Prediction

Machine learning model for predicting real estate prices using linear regression with comprehensive data analysis and feature engineering.

PythonScikit-learnPandasNumPyLinear Regression
Customer Segmentation with K-means

Customer Segmentation with K-means

Customer segmentation analysis using K-means clustering algorithm to identify distinct customer groups and patterns for business insights.

PythonScikit-learnK-meansPandasData Analysis
Cat/Dog Image Classification

Cat/Dog Image Classification

Image classification system using Support Vector Machine (SVM) to distinguish between cats and dogs with high accuracy performance.

PythonSVMOpenCVScikit-learnImage Processing
Gesture Recognition System

Gesture Recognition System

Human-machine interaction system using gesture recognition technology for intuitive control and communication interfaces.

PythonOpenCVComputer VisionMachine Learning
Food Recognition & Calorie Estimation

Food Recognition & Calorie Estimation

AI system for food recognition and automatic calorie estimation using computer vision and nutritional databases.

PythonComputer VisionOpenCVMachine LearningNutrition API
Customer Reviews Classification

Customer Reviews Classification

Platform for fine-tuning large language models on custom datasets with minimal coding required.

TransformersPyTorchNext.jsDocker
AI-Powered Image Recognition

AI-Powered Image Recognition

A deep learning system that can identify objects in real-time using computer vision techniques.

PyTorchOpenCVReactFastAPI
Sentiment Analysis API

Sentiment Analysis API

REST API for real-time sentiment analysis of text using state-of-the-art NLP models.

BERTFastAPIRedisDocker