Thoughts on web development, machine learning, and software engineering
A research-style engineering postmortem on building, debugging, and deploying a protein secondary structure prediction system under Kaggle constraints.
A research-style engineering case study on designing, debugging, and deploying a face detection and recognition system using InsightFace embeddings, vector similarity search, and real-world constraints.
A research-style deep dive into building, comparing, and optimizing multi-task CNN architectures (ResNet18, EfficientNet-B0, ConvNeXt-Tiny) for simultaneous age regression and gender classification.
