[+] Raised $44M+ from seed to post Series B and scaled technical teams to deliver novel high-dimensional sensor modalities and deep learning control systems.

[+] Deployed AI-powered robotics across multiple industrial domains, moving beyond POC demos to handle high-friction edge cases.

[+] Repeatedly refocused technical efforts toward high-leverage commercial opportunities, ensuring frontier tech drove genuine ROI.

[+] Led the transition toward agentic systems for industrial workflows, emphasizing evaluation gates and safety constraints.

[+] Performed object recognition/detection and grasp prediction.

[+] Implemented experimental frameworks to optimize CV models.

[+] Wireless-mesh technology for underserved areas.

[+] Cloud-based assistant with NLP/SMS integration.