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1. Turbofan-ML-lifecycle Turbofan-ML-lifecycle Public

   Production-grade machine learning system demonstrating the entire ML lifecycle including training, deployment, monitoring, automated drift detection, and retraining. Using real world data from Kagg…

   Python

2. FluidNet FluidNet Public

   2D fluid simulation using a convolutional neural network (CNN) trained on Blender Mantaflow data, then executed in real time inside a C++ engine using ONNX Runtime.

   Python

3. RealTime_News_Summarizer RealTime_News_Summarizer Public

   Using DeepSeek + Langchain for realtime summarizing news from selected web sites with API calls and scrapping.

   Jupyter Notebook

4. Machine-Learning-study-BankClientScoring Machine-Learning-study-BankClientScoring Public

   Classic Machine learning predictions + Feature Engi

   Jupyter Notebook

5. DeepLearning-Image-Segmentation DeepLearning-Image-Segmentation Public

   Deep Leanring + ViT (compared to Unet) on CityScapes

   Jupyter Notebook

6. domain.yours domain.yours Public

   Finetuning a small LLM for a domain name generation. Using synthetic data, and using LLM-as-a-judge for iterative improvement. Also including safety guarails in the finetuning process (for innaprop…

   Python