AI & ML
Intelligence that compounds.
We train and study models for research, control, and perception — intelligence that has to survive contact with a real problem, not a chat wrapper.
Om Labs · Deep tech R&D
Deep tech exploration
before it is obvious.
We solve hard problems in AI, quantum computing, robotics, and financial markets — by researching, architecting, and building. R&D at the frontier tech.
Verticals
Hard problems. Separate obsessions.
Each vertical is a research bet we go deep on — explore the science, rebuild the work, and make something real. Not a catalogue of products.
Publishing
The Frontier Lens
Newsletter
Future tech, economics, and startups — connecting scientific and technical breakthroughs before they become industries.
Active
Quantum
Applications & Computers
Quantum applications across optimization, chemistry and nature, QML, and quant finance — plus the long path of building quantum computers.
Building
Robotics
Physical AI
Robots, firmware, and physical AI — machines that work in the real world and improves lives and work.
Research
Kubera
Quantitative finance
Fundamental research, technical analysis, quant research, and trading — figuring out markets from first principles, not another dashboard.
Technologies
The fields we go into.
Not a catalogue of buzzwords. These are the instruments we use to explore a problem until we understand it well enough to build.
Quantum computing
Hard problems need new physics.
We explore quantum applications in optimization, chemistry, and QML, and we study the stack required to build useful quantum computers.
Quant finance
Markets hide their structure.
Kubera is our market research: fundamentals, technicals, and quant methods — with ML and quantum where they actually move a result.
Robotics & physical AI
The world is not a spreadsheet.
We design robots and firmware that do physical work — industrial, multi-purpose machines meant to improve how people live and operate.
Newsletter
The Frontier Lens
Breakthroughs before they become industries.
A newsletter on future tech, economics, and startups — connecting science and engineering while they are still research, not yet a market.
Open work
What we can show, we show.
Public research, recreations, and experiments — the same seriousness as the private work, without anyone's edge.
“Behind every future that does not exist yet — there is a problem nobody has stayed with long enough. That is where we start.”
Om Labs · Founding Principle
Founder
Built by someone who cannot leave a hard question alone.
Om Labs is not a shop that scopes and exits. It is one person going deep — learning fast, constructing the work, and staying with the problem until something real exists.
Curiosity first. I get obsessed with a problem until I can see its structure — then I learn whatever the problem demands, fast, and build until the unknown is smaller than when I started. I would rather spend months inside a hard question than ship something that only looks like an answer.
Why I started Om Labs
I started Om Labs because some questions will not leave me alone. The kind that sit at the edge of a field — markets, quantum, machines — where the map is incomplete and the only honest move is to go in and find out. I learn by reconstruction. Read the paper. Rebuild the pipeline. Run the experiment. Sit with the failure until the mechanism shows itself. That loop is the work: figure it out, then make it real enough to run. Kubera was the first vertical. Quantum, robotics, and the rest follow the same instinct — pick a deep problem, stay with it, and keep building until something new actually exists.
Problem-obsessedFirst principlesFast learnerBuilder
Got a problem worth solving?
If the problem is deep enough, we will go in with you — research first, then build.
30 minutes. No pitch deck. A conversation about a hard problem and what it would take to understand it.