Now

Last updated: February 2026

Building:

SENTINEL

Tier 4 (FastAPI + WebSocket backend) in development. Red team and blue team AI agents attack and defend web applications in real-time. Cerebras inference at 1000-1700 tok/s. Shipping this month.

github.com/Imamatdin/sentinel

Aral Basin Environmental Platform

Fine-tuning Prithvi-EO-2.0 (NASA/IBM's 600M param geospatial foundation model) for Aral Sea monitoring. Building dust storm prediction, irrigation optimization (deep RL), crop yield forecasting, salinity mapping. Processing Sentinel-1/2, MODIS, VIIRS, Landsat, GRACE-FO, ERA5, MERRA-2, Uzhydromet records. Targeting real users in Karakalpakstan by mid-2026.

Datacenter cooling expansion

Decision Transformers and Dreamer-style world models on EnergyBench (1.2 billion observations). No published work exists using modern sequence models for datacenter HVAC. Extends my prior multi-climate DDPG research (94.4% water savings).

Agentic OS

Building a custom Linux workstation on Arch + Hyprland with AI tools wired directly into the desktop workflow. Cursor, Claude Code, Obsidian, custom automation scripts - all integrated. Designed for deep locked-in engineering sessions. Ready to ship but blocked on hardware/compute.

AI automation client work (proprietary)

CRM pipelines, workflow automation, AI-assisted document drafting for a Canadian consulting firm.

Learning:

Self-studying Stanford's first-year mechanical engineering curriculum (Math 51-53, Physics 41/43, core ME courses).

Reading:

Pieces of the Action - Vannevar Bush
Advice for a Young Investigator - Santiago Ramon y Cajal
Poor Charlie's Almanack - Charlie Munger

Looking for:

Compute credits (GPU time for foundation model fine-tuning and RL training)
Research funding for the Aral Basin platform
Collaborators with satellite data or Central Asian environmental expertise
A proper laptop to deploy the agentic OS on