Patent pending — USPTO 2026

BUILD THE

IMPOSSIBLE.

Sipsa Labs is a research lab and parent company working on hard problems in AI infrastructure, autonomous agents, and quantitative systems. Patents pending. Public artifacts ship after USPTO filings complete.

SYSTEMS · INTELLIGENCE · PRECISION

What we're building.

Flagship · Patent pending

UltraCompress

Patent-pending compression infrastructure for large language models. Open-source CLI ships after USPTO filings complete. Method details held privately. NDA contact for commercial conversations.

Status Patent pending · Method private Stack PyTorch · CUDA · HF Hub License Apache-2.0 (CLI, post-launch)
Research · Private

Athena

Autonomous agentic AI. Multi-layer cognitive architecture targeting genuine reasoning and long-horizon memory rather than single-shot generation. Internal architecture held privately.

Status Live · Internal Visibility Architecture private
Live-funded · Quant

Quant Trading System

Institutional-grade automated futures trading system. Walk-forward ML pipeline trading NQ, ES, Gold, and ETH concurrently on a Level-2 CME feed. Passed a live-funded $150K evaluation. Signals + risk logic held privately.

Evaluation Passed $150K · TopStep Express Stack C# · NinjaTrader 8 · XGBoost · LightGBM Visibility Strategy private

One founder. Five months. Two patents.

Sipsa Labs is the parent company holding research projects in compression, autonomous agents, and quantitative systems. Founded in 2026 by Missipssa Ounnar.

The name is a tribute. "Sipsa" was the nickname his late brother used. The acronym inside — SIP — also stands for what the company optimizes for: Systems · Intelligence · Precision.

Bench: dual RTX 5090 workstation, hand-built. Validation: rigorous, reproducibility-first, no hand-waving. Ambition: the upper-quartile outcome.

Founder portfolio + résumé ↗

Talk to us.