Products

EquiForge

A x402 SaaS for offering cloud hosting services to agents, facilitating x402 for receiving payments.
GitHub
equi-forge.vercel.app

EquiCode

Experimental coding agent exploring advanced context management strategies for agentic performance, especially in long, complex sessions and large codebases.
GitHub

EquiDrive

Android-based ADAS system, using a multi-headed vision model for trajectory estimation and segmentation. Targets low latency model performance with high accuracy.
Coming soon

Mimir AIP

Data aggregation, processing, and analysis toolkit with ontology-backed reasoning.
Mimir-AIP Python — GitHub — Archived
Mimir-AIP Go — GitHub

EquiStop

Experiments with detecting and reversing AI-slop content, builds on Klyro. Current focus is on content classification, with the next step being a small transformer model to de-slop content and integrate back into Klyro.
GitHub

EvoMind

Family of LLMs focused on improving reasoning performance via self-distillation. Targeting GPQA Diamond, AIME 2025, SWE-Bench, HLE, and U-MATH.
Coming soon

EquiBench

LLM benchmark designed to test performance in code understanding, planning, and coding. An agent is given a PR from a large codebase, asked to generate an implementation plan; a second agent implements from that plan, and output is compared against the original.
GitHub

EquiDesk

Framework for building AI personal assistants and co-workers with persistent memory, autonomous task execution, and MCP tool integration. Explored continuous internal performance benchmarking and agent self-improvement.
Archived — codebase release and write-up coming soon

EquiAlt

Ongoing project to build a ML dataset for alt-text repair.
Coming soon

EquiChat

AI chat app built in React Native (Expo), focused on accessibility features.
Archived — codebase release coming soon

EquiScout

Distributed UAV sensing and tracking system leveraging mesh communication (inspired by Reticulum) and edge nodes with multi-modal COTS sensors.
Coming soon

All projects are experimental and under active development. If you would like to get involved, contribute on the repos or get in touch. Reach out too if you have project ideas or prototypes that might be a good fit.