Featured Projects
Lab Experiments
Living research,
always evolving.
LLM Self-Reflection Loops
ActiveTesting if iterative self-reflection inside confined execution environments improves structural code generation accuracy in deep learning models.
Temporal Graph Embeddings
ActiveMapping financial transaction networks via spatial-temporal graph structures to proactively identify laundering clusters.
Haptic Feedback Telemetry
PrototypeExtracting minute gravitational and velocity forces from edge sensors and recreating them as low-latency haptic pulses.
The Future of Inference on Chrome
How WebGPU and direct ML pipelines in Chrome will democratize local AI models.
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Read →Scaling Distributed Neural Networks
An analysis of parallelizing weight updates across globally disjointed nodes via asynchronous federated learning.
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Read →Why Rust is the Default for AI Systems Engineering
Memory safety and concurrency are not luxuries when building massive infrastructure for language models.
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