A selection of ventures, investments, and technical projects.
AI-Native Power Electronics and Drives Products
Sparrow Quest develops industrial drives and power electronics products built on AI-native architecture. The company targets B2B industrial customers seeking performance advantages that legacy hardware cannot provide.
Learn MoreInvestment thesis: AI-native industrial technology
My investment focus is on early-stage ventures building AI solutions for industrial applications — particularly where the technology creates defensible product differentiation rather than incremental process improvement.
Discuss InvestmentIntegrating ML models into real-time motor control loops
Research and prototyping work on embedding machine learning inference into the control firmware of variable-frequency drives — enabling adaptive torque control, predictive derating, and anomaly detection without external compute dependencies.
Low-latency AI on constrained industrial hardware
Exploration and benchmarking of edge inference architectures suitable for deployment in power converter control units — balancing inference speed, model accuracy, and hardware resource constraints.
I'm selectively open to conversations about co-investment, technical partnerships, and advisory roles.
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