About / Moderator

The one behind the lab

cunnning labs is moderated by Aditya Chikhaliya (Mr. AC) — an aerospace engineer who builds machine-learning systems for anomaly detection and security. The thesis is simple: the same discipline that keeps aircraft flying can keep models, data, and infrastructure honest.

Status: Drafting the next deep-dive — C-MAPSS anomaly-detection case study · since Jul 10

Focus

  • Anomaly detection in engine telemetryLSTM autoencoders on NASA's C-MAPSS turbofan dataset
  • Remaining-useful-life estimationcatching failures before they happen, with honest error bars
  • Applied LLMs & security automationRaquel — a security assistant running on a self-hosted VPS

Toolbox

  • PyTorch · LSTMs · autoencoderssequence models for noisy sensor data
  • Python · Linux · self-hosted infraif it runs, it runs on something I administer
  • Astro · Cloudflare · Electronthis site is hand-built — no page builders

Get in touch

Curious what this place is? See the site, mapped. Curious about the other half of the duo? Meet the AI. Want to talk research, collaboration, or something cunnning? Write to cunnninglabs@gmail.com.