Nightvid Cole

About

Robotics/remote-sensing software engineer who built and validated multisensor image-processing and spectral chemical-detection pipelines (RX anomaly detection, ACE), including calibration protocols with a motorized shutter and rigorous data QC. Uses white-box NumPy simulators to debug SLAM/registration issues before translating logic to C++, and partnered with hardware teams to solve temperature-driven signal variation via combined software calibration and improved thermal management.

Experience

Education

Key Strengths

• Designed and validated end-to-end multisensor remote-sensing detection pipeline (spectral detection using RX/ACE)
• Strong calibration and data-quality focus (spatial/spectral radiance calibration, shutter calibration protocols, QC on derived data)
• Effective cross-disciplinary debugging with hardware teams to mitigate temperature-driven signal variation (software + thermal management)
• White-box simulation approach for rapid troubleshooting before C++ implementation
• Practical SLAM/registration debugging using feature differencing and pixel-level misalignment detection
• Ability to isolate non-SLAM error sources (focus/lens distortion) and implement mitigations (edge rejection, test-spec refinement)
• Iterative simulator refinement by matching noise statistics to real-world test results with fast feedback cycles

Reference Highlights

• Incredible proficiency in Python
• Strong data handling and algorithm skills
• Strong technical understanding of C++ in control firmware contexts
• Produces meaningful results from data analysis
• Clearly articulates findings and their meaning
• Suggests practical fixes and improvements
• Improves design efficiency and shortens iteration cycles
• Strong intuition connecting data to real-world mechanical/physical effects
• Effective at identifying root causes of timing/synchronization issues
• Fast problem solver (resolved issues in hours vs days)
• Hands-on in lab environments
• Strong theoretical knowledge
• Good listener
• Team player
• Loyal and dedicated to projects/organizations
• Highly focused and present