Integrated Machine and Deep Learning for Optical Design

Ray Tracing and Optical Design in Python

Open-source 2D optical CAD — lens wizards, GB/ISO-compliant optical marks, built-in AI assistant, DXF interop. Cross-platform (Windows/Linux/macOS).

An investigation into replicating the spurious effects of the reference sources for the ESPRESSO spectrograph

MATLAB & Zemax tools for designing astronomical spectrographs

Tool using agent and physics simulator that recommends thermal drift mitigation strategies for deep space photonic instruments across material and environment combinations. Runs on AWS Bedrock or a self-hosted open-weight model, grounded in a 40K scenario knowledge store and an XGBoost classifier.

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Advanced analysis of optical systems using parameters retrieved from Zemax via DDE (Dynamic Data Exchange)

A conceptual, AI-authored "Vision Decoupling Architecture" for ultra-lightweight (70g, 2W) MR eyewear. Eliminates eye-tracking and massive 4K compute panels by utilizing 1080p Computer-Generated Holography (CGH) wavefront modulation paired with a dual-track passive lens ecosystem and rewritable photopolymer films.

Code for a novel activity sensing device that uses optical infrared and inertial sensing technologies

Zemax MEMS surface pixel calculator with drawing and loading 64x48px images

An agentic AI workflow for SiN waveguide design that bridges modesolverpy, SAX+JAX, and gdsfactory via FastMCP. It handles eigenmode solving and inverse design for GDSII mask output, powered by AWS Bedrock AgentCore, Strands SDK, and hybrid S3/DynamoDB storage

A high-performance, hybrid GPU/CPU optical ray-tracing library for Python.

Suite of tools and methods for the analysis and simulation of optical beam. Available on PyPI

Knowptics optical manufacturing calculator. Source-available for noncommercial use.