My offering
Expert Radar & Lidar Processing Chain Audits – From Detection to Classification
Optimizing your radar and FMCW LiDAR pipelines with deep expertise in detection, tracking, and classification.
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Radar & LiDAR Processing Chain Audit
I analyze and optimize your entire radar/LiDAR pipeline—from raw signal processing to classification—ensuring top-tier performance and addressing your customers' concerns.
Detector Audit & Optimization
Identify detection flaws, improve false alarm vs. detection trade-offs, and refine signal processing strategies.
Tracker Audit & Optimization
Validate and optimize tracking algorithms, integrate advanced multi-target tracking techniques.
Classification Layer Audit
Full audit and Improve on classification models, leverage AI for better recognition, and fine-tune algorithms.
Process Overview
Customer Feedback Analysis
Understand user complaints and performance bottlenecks.
Algorithm & Design Review
Review (or build) design documents and algorithm descriptions.
Code Review & Refinement
Analyze MATLAB/Python implementations for optimization.
Hands-on Collaboration
Interview and work with teams for at least 20 hours.
Implementation & Training
Devote another 20-30 hours to improvements, documentation, and training.