Projects ¶
Project Dashboard
2025 (Coming Soon)
- Stay tuned for groundbreaking AI projects in 2025!
- Advanced techniques in generative models and real-time AI solutions are on the way.
2024 – Best Projects (TTS, Fine-Tuning, BERT, Deep Learning)
- Fine-Tuning Microsoft SpeechT5 TTS for Turkish:
This project focuses on customizing Microsoft’s SpeechT5 TTS model for Turkish language synthesis, showcasing advanced multilingual speech applications.
View Project: Turkish TTS Fine-Tuning
- Training BERT for Sentiment Analysis:
Builds on the BERT transformer architecture to classify sentiment (positive, negative, neutral) with high accuracy.
View Project: BERT IMDB Reviews
- Deep Learning-based Inpainting & Object Removal:
An advanced approach that uses CNNs for removing objects or filling in missing regions in images seamlessly.
View Project: Inpainting Using Flux
2023
- Music Genre Classifier via CNN:
Classifies audio clips into different genres using convolutional neural networks and MFCC feature extraction.
View Project: Music Genre Classifier
- Human Activity Recognition:
Detects user activities (walking, standing, etc.) using smartphone sensor data and machine learning models.
View Project: Human Activity Recognition
2022
- Credit Card Fraud Detection:
Utilizes machine learning techniques to identify fraudulent transactions within real-world financial datasets.
View Project: Credit Card Fraud Detection
- Detecting Fake News:
Builds a text classification model to distinguish real news articles from fake ones.
View Project: Fake News Detection
- Personal Movie Recommendation with LGBM Ranker:
Provides tailored movie suggestions based on user preferences using LightGBM for ranking.
View Project: Movie Recommendator
2021
- Spam Email Detection with Deep Learning:
Utilizes neural networks and NLP preprocessing to classify emails as spam or ham.
View Project: Spam Detection
- Face Recognition using LBPH:
Implements OpenCV’s LBPH for recognizing faces in real-time camera feeds.
View Project: Face Recognition
- Handwritten Digit Classifier (MNIST):
Employs a simple neural network for digit classification on the MNIST dataset.
View Project: Digit Classifier
Some Fun and Learning Projects
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AI LiveKit Voice Assistant
A voice assistant using LiveKit for real-time interaction with Deepgram (speech-to-text), OpenAI (LLM + TTS), and Silero (VAD).
View Project: AI LiveKit Voice Assistant
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Object Eraser
Automatically remove objects from images by naming them or drawing bounding boxes, seamlessly handling shadows/reflections.
View Project: Object Eraser
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Math Solver with Gradio
Web app that uses OCR (Qwen2-VL) & NLP (Qwen2-Math) to solve math queries from images or text, all via a Gradio interface.
View Project: Math Solver with Gradio
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Python Discord Bot
A simple Discord bot built with
discord.py
to demonstrate basic command handling and user interaction.View Project: Python Discord Bot
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Brain Tumor Detection
Applies image processing and ML models to MRI scans for brain tumor segmentation and classification.
View Project: Brain Tumor Detection
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OCR with Multiple Languages
Extracts text (in various languages) from images and offers text search within extracted content.
View Project: Multi-Language OCR
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Healthcare Chatbot
Machine learning–based symptom diagnosis system using decision tree and SVM, offering precaution recommendations.
View Project: Healthcare Chatbot
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Speech Emotion Recognition
Analyzes audio features to classify emotional states (e.g., happy, sad, angry) using deep learning.
View Project: Speech Emotion Recognition
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Stock Price Prediction
Predicts next-day stock behavior (up/down) from historical market data using various ML models.
View Project: Stock Price Predictor
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Hate Speech Detection
Classifies tweets into hate speech, offensive language, or neither using text preprocessing and Keras-based models.
View Project: Hate Speech Detection
ASPECT_RATIO = 16.0 / 9.0