Alec Davies work email
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Alec Davies personal email
Robotics Engineer working with machine learning for perception and 2x University of Michigan grad. BSE Computer Engineering where I focused in embedded systems and MSE ECE where my concentration was machine learning. Specifically interested in the ADAS/autonomous vehicle space. Let's talk about machine learning, computer vision, perception, energy efficient/embedded deep learning, IoT, and autonomous vehicles!I'm always interested in exploring new avenues to develop software that learns from and moves the world, and moreover, software that moves people. I'm driven by work where I can be hands on and opportunities to learn about and develop the technology that drives our lives. If you have any questions, please feel free to reach out to me. Thanks!
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Software EngineerTorc RoboticsDetroit, Mi, Us -
Robotics Engineer - Machine LearningMay Mobility Feb 2023 - Jul 2024Ann Arbor, Michigan, United States• Developed, maintained, and deployed automatic data annotation curation pipeline utilizing rarity estimation and an open-set object detection model leading to >1000% increase in annotated lidar, radar, and image data ingested into perception model training, >95% reduction in engineering time required to curate data to annotate, and >8x increase in data throughput through QA processes• Developed tooling for scenario testing in perception systems enabling a >90% reduction in engineer time for edge-case test creation and 10x increase in test quantity since deployment• Optimized and unified multiprocessing dataset generation for image detection and lidar cuboid detection models into an HDF5 format achieving a ~80% reduction in dataset creation time -
Graduate Student ResearcherHonda Research Institute Usa, Inc. Jan 2022 - Dec 2022Ann Arbor, Michigan, United States• Competitively selected to contribute to the Multi-Disciplinary Design Program through the University of Michigan College of Engineering• Collaborated with 7 students, a professor, and a Honda engineer across 3 subteams to architect and implement software solutions for navigable-plane detection for autonomous micro-mobility• Implemented various SLAM algorithms to process stereo-camera data to allow robot to safely and efficiently map, path-plan, and navigate obstacle-populated outdoor environments -
Sensor Fusion Software Engineering InternAptiv May 2022 - Aug 2022Troy, Michigan, United States• Developing dataset of images from 2 rear-facing vehicle radars to be used for training and testing of deep learning models• Utilizing transfer learning on CNN and GRU-based RNN for classification of size and angle of trailer to allow vehicles to maintain ADAS functionality while towing a trailer• Reducing network size to <10kb and utilizing voting algorithm to maintain state-of-the-art accuracy in a heavily memory constrained embedded environment to enable mobile deployment -
Autonomous Driving Algorithms Engineering InternAptiv May 2021 - Aug 2021Troy, Michigan, United States• Utilized Agile development process and Jira to increase team’s organization and productivity• Built software test harnesses for software subcomponents leading to discovery of bugs anddevelopment of more reliable map-handling algorithms• Developed technical documentation for level 2+ ADAS software needed for ASPICE certification
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Software Engineer InternAptiv Jun 2020 - Jul 2020Auburn Hills, Michigan, United States• Collaborated with a mentor to develop a USB media module hub testing device and software leading to the catching and fixing of firmware bugs and the development of more robust firmware• Utilized MQTT IoT framework to enable remote use of testing device by Aptiv teams globally• Developed portable code and supplied detailed documentation to enable further development of additional functionally post-completion of assignment
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Technical Project Management InternMedia Genesis Jun 2019 - Aug 2019Troy, Michigan• Collaborated with a team of 5 to host client meetings and wireframe web pages for redesign• Worked closely with web developers and designers to design, build, and test websites to meet clientspecifications on time and under budget• Developed SEO strategies and reports based on keyword research for clients to generate more andhigher quality traffic to their website
Alec Davies Education Details
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Electrical And Computer Engineering - Signal And Image Processing And Machine Learning -
Computer Engineering
Frequently Asked Questions about Alec Davies
What company does Alec Davies work for?
Alec Davies works for Torc Robotics
What is Alec Davies's role at the current company?
Alec Davies's current role is Software Engineer.
What is Alec Davies's email address?
Alec Davies's email address is ad****@****-ri.com
What schools did Alec Davies attend?
Alec Davies attended University Of Michigan - Rackham Graduate School, University Of Michigan College Of Engineering.
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4gmail.com, coyote.com, shipuwl.com, shipuwl.com2 +177084XXXXX
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Alec Davies, M.Ed.
Assistant Director, Next Generation Learning Technologies At Edplus At Arizona State UniversityGreater Phoenix Area1teachforamerica.org -
Alec Davies
Escondido, Ca
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