Machine Learning Solutions
Custom machine learning solutions with CNN and LSTM models. Achieved 90.8% command accuracy and 87.3% parameter recovery in my master's thesis.
What I Offer
Custom CNN Models
Convolutional Neural Network design and training. Image classification, signal processing, and pattern recognition.
LSTM & Time Series
Sequential data analysis and prediction models. Time series forecasting and natural language processing.
Signal Processing
Acoustic signal analysis and noise filtering. Experience with underwater communication optimization.
Model Integration
Integration of trained models into mobile and web applications. TensorFlow Lite and ONNX.
Relevant Projects
Underwater Acoustics Research
ML-based reconstruction of lost acoustic messages for unmanned underwater vehicles. 90.8% command accuracy.
Frequently Asked Questions
What technologies do you use for ML projects?
TensorFlow, Keras, Python, NumPy, Pandas, and Matplotlib. I design CNN, LSTM, and custom model architectures.
Can you integrate ML models into mobile apps?
Yes! I can integrate trained models into Flutter apps using TensorFlow Lite. I have experience with edge computing and on-device inference.
Let's Discuss Your Project
Let's evaluate your project with a free consultation. Communication in Turkish, English, and German.
Get in Touch