deep-learning-pipelines

AI-powered tool to turn long videos into short, viral-ready clips. Combines transcription, speaker diarization, scene detection & 9:16 resizing — perfect for creators & smart automation.

[KDD 2023] Deep Pipeline Embeddings for AutoML

Implementations of various deep learning pipelines

pytorch lightning based time series forecasting deep learning pipeline

Deep learning / Computer vision project about autonomous driving with a NVIDIA Jetson Nano card, a RasberryPi and a robot-car.

🛰️ Geospatial Land Classification study using Hybrid CNN-ViT architectures. Implemented across TensorFlow & PyTorch, featuring custom satellite imagery ETL and comparative analysis of Attention vs. Convolutions. Developed for the IBM Professional Capstone.

Deep learning pipeline for anatomical human pelvic structures segmentation using 3D Unet (training)

An optimized, out-of-core asynchronous data streaming pipeline for high-throughput 3D point cloud training loops. Features low-level numpy.memmap zero-copy reads and multi-threaded ring prefetching to eliminate I/O bottlenecks, delivering a 33.33% throughput efficiency gain on PyTorch CUDA workloads.