Anand Gupta
Designing scalable intelligence systems
I work on conversational AI and data products where the messy human context matters as much as the model. My interests sit between what systems know, what models say, and what people actually need from the product in front of them.
Recent writing
Writing worth opening
A few trails into how I think: data that tells on itself, models in messy settings, and the product questions around both.
Object Detection on Indian Roads using TensorFlow
Notes from using Google's Object Detection API to detect objects in images from Indian roads.
Fraud credit card data - EDA
An exploratory analysis of Kaggle's credit card fraud dataset and the early machine learning workflow around it.
More writing on Medium
A link card for older essays and exported posts that still live on Medium.
Selected code
Proof in public
Repos and experiments that make the work more concrete than a paragraph can.