0 m

Surface · 0 m

Gautam Tata

Currently at Anthropic. Previously, I founded a company in post-acute care. Before that, I worked at Salesforce.

A blog arranged by depth — the newest writing floats near the surface; the earliest research rests on the seafloor.

Scroll to descend ↓

Mesopelagic · the twilight zone · 200 m

Bathypelagic · the midnight zone · 1,000 m

20 m · Mar 2026

Home Care Is Broken

The fastest-growing segment of healthcare is held together by burned-out caregivers and software from 2003.

193 m · Dec 2025

Browser Agents Are Clutch for EMR Automation

When APIs don't exist, you teach AI to use the browser like a human.

779 m · Dec 2024

MCP: A Mistake?

Checking out the hype around MCP.

806 m · Nov 2024

SESR: Simultaneous Enhancement and Super-Resolution for Underwater Imagery

A unified approach to improving underwater image quality for robot vision systems.

1001 m · Jul 2024

PGAN: Generating Synthetic Underwater Imagery with GANs

Using adversarial networks to address the data scarcity problem in marine debris detection.

1120 m · May 2024

DeepPlastic: Detecting Marine Debris with Computer Vision

A real-time approach to identifying and quantifying plastic in the epipelagic ocean layer.

1184 m · Mar 2024

Treating Deepfakes detection as a speaker verification problem

Using Audio Embeddings to detect deepfakes.

1290 m · Jan 2024

Salesforce CTRL: A Language Model for Controllable Text Generation

A 1.63 billion-parameter transformer designed for controllable text generation.