Posts
Long posts and articles.
-
Beyond Answers, Below Autonomy: How Proactive AI Agents Offload Humans Without Overstepping
Proactive agents can offload humans from the glue work between insight and execution: they watch your systems, gather context, and turn signals into decision-ready options and actions. The key is staying below autonomy, because implicit context and accountability still sit with humans.
-
Using BERT to perform Topic Tag Prediction for Technical Articles
Updated:Experiments using BERT Mini embeddings and linear SVM for multilabel tag prediction on LinkedInfo articles.
-
A Walk Through of the IEEE-CIS Fraud Detection Challenge
Walkthrough of the IEEE-CIS fraud detection challenge with feature analysis and model experiments.
-
Skin Lesion Image Classification with Deep Convolutional Neural Networks
Updated:Deep CNN experiments (DenseNet/ResNet) on HAM10000 for skin lesion image classification.
-
Explore the house prices kaggle competition
Updated:Exploring Kaggle house prices with data cleaning, feature engineering, and regression baselines.
-
Multi-label classification to predict topic tags of technical articles from LinkedInfo.co
Updated:Multi-label topic tag prediction for LinkedInfo.co using TF-IDF features and LinearSVC.
-
Web Notes
Updated:Notes on web services, APIs, and semantic web topics.
-
OpenStack Swift Brief Intro
Slides: highly available distributed object storage with OpenStack Swift.