Projects
Python-first AI infrastructure, systems, robotics, and co-design prototypes
Quantum MoE
Matrix Lab
Advanced Quantum Mixture-of-Experts architecture designed for high-dimensional matrix operations.
active
Quantum CoreMatrix OpsMoE Architecture
Solaris
Edge to Cluster Studio
Seamless orchestration platform bridging edge devices to centralized HPC clusters.
active
Edge ComputingCluster SyncOrchestration
Chronos
Prefill Decode Fabric
Ultra-low latency LLM serving fabric optimizing the prefill and decode stages.
active
LLM ServingLow LatencyDecode Optimization
Pulsar
XeKernel Lab
Next-generation kernel optimizations for Intel Xe graphics architectures.
active
Xe ArchitectureKernel OpsGPU Compute
Synapse
Neural Robotic Controller
Biologically inspired neural control system for highly agile robotic platforms.
active
RoboticsNeural ControlAgility
Vortex
Roofline Lab
Advanced performance modeling and roofline analysis for heterogeneous systems.
active
Performance ModelingRooflineHeterogeneous
Nexus
Multi Node Inference Fabric
Distributed inference engine designed to scale seamlessly across thousands of nodes.
active
Distributed InferenceScalabilityMulti-Node
Nova
Autonomous Inspection Robot
Computer vision-powered autonomous robot for industrial and structural inspections.
active
Computer VisionAutonomousInspection
Polaris
Operations Console
Unified observatory and control plane for managing global AI deployments.
active
ObservabilityControl PlaneGlobal Deployment
Lumen
Quantfusion XPU
Quantization-aware fusion techniques tailored for modern XPU architectures.
active
QuantizationFusionXPU Architecture
Astraeus
Radio Interferometry Engine
High-throughput data processing pipeline for next-generation radio telescopes.
active
Radio AstronomyHigh ThroughputData Pipeline
Genesis
Inference Codesign Suite
Hardware-software co-design tools for accelerating deep learning inference.
active
Co-designHardware AccelerationDeep Learning
AetherSim
Heterogeneous Accelerator
Cycle-accurate simulation framework for testing novel heterogeneous accelerators.
active
SimulationCycle-AccurateAccelerators
Orion
Speculative Decoding Lab
Innovative speculative decoding techniques to multiply token generation speeds.
active
Speculative DecodingToken GenerationLLM Speedup
Olympus
Rack AI Cluster
Full-stack deployment configuration for high-density rack-scale AI clusters.
active
Rack-ScaleHigh-DensityAI Cluster
Ignis
Edge AI Gateway
Robust gateway interface securely managing local AI inference at the extreme edge.
active
Edge AISecure GatewayInference
Lyra
SGLang Continuous Batching
Implementation of continuous batching utilizing the SGLang programming framework.
active
SGLangContinuous BatchingThroughput
Argus
vLLM XPU Observatory
Comprehensive metrics collection and visualization for vLLM instances on XPUs.
active
vLLMObservabilityXPU Metrics
Aegis
KV Cache Lab
Exploring efficient paged KV cache implementations to extend model context windows.
active
KV CacheContext WindowMemory Efficiency
Sentinel
GPU Reliability Platform
Proactive failure detection and reliability tracking for massive GPU deployments.
active
ReliabilityFailure DetectionGPU Platform