Bilawal Sidhu
Creative Technologist | Former Senior Product Manager, Google AR/VR & 3D Maps
Bilawal Sidhu is a creative technologist and former Google Senior Product Manager who led 3D mapping and spatial computing efforts. He specializes in Neural Radiance Fields (NeRF), 3D Gaussian Splatting, and multimodal video generation pipelines, educating developers and creative studios on the synthesis of physical and synthetic worlds.
Areas of focus
Professional niches
Proof of Work
The Daily Bil: High-Throughput Model Serving & Inference Optimization Pipeline
An infrastructure blueprint engineered by Bilawal Sidhu at The Daily Bil, implementing dynamic batching, quantized weights, and horizontal autoscaling for high-concurrency model deployment.
Deployment specifications are designed for dedicated cloud container environments; cold start latencies must be managed.
Context: Optimized for high-throughput PyTorch / vLLM runtime serving with CUDA acceleration.
View missionThe Daily Bil: Scalable Model Serving Architecture & Latency Optimization
A production infrastructure blueprint developed by Bilawal Sidhu at The Daily Bil, implementing continuous batching, quantized weights, and horizontal autoscaling for high-concurrency model inference.
Deployment specifications are tailored to modern GPU cluster infrastructure; requires containerized execution runtimes.
Context: Gaussian Splatting, NeRF, WebGL, and mobile sensor capture.
View mission