Hire Bogdan M. - Computer Vision Engineer

* Made major contributions to the automated annotation pipeline for construction progress monitoring. * Developed Computer Vision algorithms for object detection in 3D Lidar point clouds. * Collected ground truth data and created large datasets for machine learning (ML) training and testing. * Created detailed Mode reports for ML performance tracking, identified problem areas, and implemented solutions for dealing with difficult cases. * Worked closely with the product team to improve the accuracy of the customer reports. * Mentored junior developers, helping them get up to speed with Doxel's data pipeline.

* Quanergy is the leading provider of LiDAR sensors and software for 3D mapping, object detection, tracking and classification. Quanergy’s solid-state LiDAR technology enables cost-effective and robust advanced driver assistance systems (ADAS) and autonomous vehicle (AV) solutions. * As Senior Software Engineer, championed, designed and implemented the Algorithm Performance Evaluation Framework. * Built automated systems for running performance tests. * Built applications for data visualization and analysis using open-source tools — Node.js, MongoDB, d3.js, Meteor (web application framework). * Worked closely with the Automotive team to define performance metrics for vehicle detection, lane detection, collision avoidance. * Built a database of input datasets, ground truth data, and algorithm performance results.