Aadarsh Gupta

Founding AI Engineer at Neatlogs · Bangalore, India

I build systems that help people understand what AI agents did, where they failed, and why.

Previously, production agents at Thena and sleep EEG research at IIT Delhi. Away from the screen, I take my camera on treks.

Selected work

Questions I’ve worked on

All work →

01 / Agent traces at Neatlogs / 2026

Where did the agent go wrong?

I build detections, search, and evaluations over agent traces so a reviewer can find a failure and inspect the evidence.

Explore the steps

The starting point is a trace: the record of an agent’s run, including its tool calls and responses.

02 / Agents at Thena / 2025

What happens when agents meet real support tickets?

I shipped chat agents, a copilot, AI logs, and MCP. The work included keeping ticket updates idempotent under concurrent load, and cutting chat latency by 85%.

Explore the steps

Entity-aware memory and retrieval bring account and ticket context into the agent’s conversation.

03 / Characterizing brain states / 2022–23

What can a recording tell us about sleep?

My thesis at IIT Delhi studied sleep stages, lucid dreaming, and microsleep from EEG, EOG, and EMG recordings, with Prof. Saurabh Gandhi at CSND Lab.

Explore the steps

Polysomnography brings together EEG, eye movements (EOG), and muscle activity (EMG) across a night of sleep.
More about my path →

Away from the screen

A camera on the trail

Mostly treks, plus a couple of trips.

All photos →
Devprayag, where two rivers meet in a steep valley

Devprayag

Stopped above town for this. Two colours of water.

Snow peaks and a lit village at night, Kuari Pass

Kuari

Long exposure from camp. Village still on.

Have something in mind?

Agents, research, or a good trail.

Get in touch →