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

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

pytorch lightning based time series forecasting deep learning pipeline

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

🛰️ 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.

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.