“I worked directly with Aaron on Amazon's Just-Walk-Out Store format for apparel retail, where he served as both systems and mechanical engineer. In this complex project, he effectively bridged hardware and software integration challenges, particularly in RFID technology implementation. Aaron's technical expertise was clear in his systematic approach to solving mechanical design and systems architecture challenges unique to apparel retail automation. He developed practical solutions that balanced technical requirements with customer experience needs, contributing to multiple patents. Serving as our systems engineer, Aaron coordinated effectively across software, hardware, and operations teams to transform concept designs into production-ready solutions. His ability to identify and resolve integration issues helped keep development timelines on track. Throughout the project, he maintained clear documentation and communication, making him a reliable technical resource for the team. I recommend Aaron based on his demonstrated engineering capabilities and his practical approach to complex system integration challenges.”
Aaron McDaniel
Seattle, Washington, United States
3K followers
500+ connections
About
With 15+ years in hardware, research, and design development, I combine mechanical…
Experience
Education
Licenses & Certifications
Publications
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The 2005 NNIN REU Convocation
National Nanotechnology Infrastructure Network (NNIN)
Nanoimprinting is a way to replicate nanoscale features of 10 nm or less in size from one surface into another. To reproduce nanoscale features, traditional techniques such as electron-beam lithography can cost thousands of dollars per wafer and can be time consuming. With nanoimprinting, only a master, using traditional fabrication techniques, needs to be made and it can be stamped repeatedly into polymer-coated substrates. These patterns can then be transferred to the substrates by reactive…
Nanoimprinting is a way to replicate nanoscale features of 10 nm or less in size from one surface into another. To reproduce nanoscale features, traditional techniques such as electron-beam lithography can cost thousands of dollars per wafer and can be time consuming. With nanoimprinting, only a master, using traditional fabrication techniques, needs to be made and it can be stamped repeatedly into polymer-coated substrates. These patterns can then be transferred to the substrates by reactive ion etching techniques. In the paper, the bi-layer process of imprinting into a polymer and transferring the pattern into the substrate by chlorine-based reactive ion etching is developed and described.
Patents
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Detecting interactions with storage units based on RFID signals and auxiliary signals
Issued US12002337
Storage units including platforms that are outfitted with RFID antennas and auxiliary sensors detect changes in loading on the platforms based on changes in loading determined by the auxiliary sensors or changes in signals received by the RFID antennas. The platforms include surfaces for receiving items tagged with RFID transmitters thereon, such as items of common types and variable weights. An interaction involving the placement of an item on the platform, or the removal of the item from the…
Storage units including platforms that are outfitted with RFID antennas and auxiliary sensors detect changes in loading on the platforms based on changes in loading determined by the auxiliary sensors or changes in signals received by the RFID antennas. The platforms include surfaces for receiving items tagged with RFID transmitters thereon, such as items of common types and variable weights. An interaction involving the placement of an item on the platform, or the removal of the item from the platform, is detected by the auxiliary sensors. The energization of an RFID field is triggered in response to the detected interaction, and an item is identified where an RFID signal transmitted by the item is present at one time and absent at another time.
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Modular storage systems
Issued US11927472B1
Modular storage systems include load sensors disposed beneath or in association with platforms. The load sensors are pulse-sampled for signals corresponding to loads at time intervals, rather than continuously, in order to conserve electrical power. An item associated with a transaction is identified based on a change in the loads, as determined from the pulse-sampled signals. The platforms are aligned at horizontal or non-horizontal angles, and photovoltaic power sources with banks of…
Modular storage systems include load sensors disposed beneath or in association with platforms. The load sensors are pulse-sampled for signals corresponding to loads at time intervals, rather than continuously, in order to conserve electrical power. An item associated with a transaction is identified based on a change in the loads, as determined from the pulse-sampled signals. The platforms are aligned at horizontal or non-horizontal angles, and photovoltaic power sources with banks of photovoltaic cells are mounted to front edges of the platforms. When a user reaches over one of the photovoltaic cells to access an item on a platform, a level of power or voltage generated by the photovoltaic cell is diminished. The item closest to the photovoltaic cell having the diminished power or voltage, or a customer that accessed the item, may be identified accordingly.
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Customized retail environments (vision tracking + weight scale)
Issued US11797920B1
This disclosure describes, in part, systems for enabling physical retail stores and other facilities to implement automated-checkout techniques for the purchase of items that are priced per unit weight. For example, the described systems may enable a facility to implement technology where users are able to remove items from inventory locations, where the inventory locations include weight sensors detecting the weights of the items that were removed. The system then determines the prices based…
This disclosure describes, in part, systems for enabling physical retail stores and other facilities to implement automated-checkout techniques for the purchase of items that are priced per unit weight. For example, the described systems may enable a facility to implement technology where users are able to remove items from inventory locations, where the inventory locations include weight sensors detecting the weights of the items that were removed. The system then determines the prices based on the weights and charges the users for the prices of the items without performing manual checkout of the items. The price of an item is determined based on the weight of the item and the price per unit weight of the item. The systems described herein thus enable customized retail facilities, as opposed to a retail facility that allows automated-checkout only for prepackaged-type or otherwise non-customizable merchandise.
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Customized retail environments (vision tracking + weight shelf bins)
Issued US11657689B1
This disclosure describes, in part, systems for enabling physical retail stores and other facilities to implement automated-checkout techniques for the purchase of items that are priced per unit weight. For example, the described systems may enable a facility to implement technology where users are able to remove items from inventory locations, place the items on weight sensors, and then be charged for the prices of the items without performing manual checkout of the items. The price of an item…
This disclosure describes, in part, systems for enabling physical retail stores and other facilities to implement automated-checkout techniques for the purchase of items that are priced per unit weight. For example, the described systems may enable a facility to implement technology where users are able to remove items from inventory locations, place the items on weight sensors, and then be charged for the prices of the items without performing manual checkout of the items. The price of an item is determined based at least in part on the identifier of the item and the price per unit weight of the item. The systems described herein thus enable customized retail facilities, as opposed to a retail facility that allows automated-checkout only for prepackaged-type or otherwise non-customizable merchandise.
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Detecting interactions with storage units based on RFID signals and auxiliary signals
Issued US11514766B1
Storage units including platforms that are outfitted with RFID antennas and auxiliary sensors detect changes in loading on the platforms based on changes in loading determined by the auxiliary sensors or changes in signals received by the RFID antennas. The platforms include surfaces for receiving items tagged with RFID transmitters thereon, such as items of common types and variable weights. An interaction involving the placement of an item on the platform, or the removal of the item from the…
Storage units including platforms that are outfitted with RFID antennas and auxiliary sensors detect changes in loading on the platforms based on changes in loading determined by the auxiliary sensors or changes in signals received by the RFID antennas. The platforms include surfaces for receiving items tagged with RFID transmitters thereon, such as items of common types and variable weights. An interaction involving the placement of an item on the platform, or the removal of the item from the platform, is detected by the auxiliary sensors. The energization of an RFID field is triggered in response to the detected interaction, and an item is identified where an RFID signal transmitted by the item is present at one time and absent at another time.
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Customized retail environments (RFID + vision tracking)
Issued US11488103B1
This disclosure describes, in part, systems for enabling facilities to implement techniques to determine when users are in possession of items when located within and/or exiting the facilities. For instance, a system may use one or more sensors to determine locations of a user that navigated through a facility. Additionally, the system may use one or more sensors to determine locations of an item while the item was located within the facility. The system may then determine a probability that…
This disclosure describes, in part, systems for enabling facilities to implement techniques to determine when users are in possession of items when located within and/or exiting the facilities. For instance, a system may use one or more sensors to determine locations of a user that navigated through a facility. Additionally, the system may use one or more sensors to determine locations of an item while the item was located within the facility. The system may then determine a probability that the user was in possession of the item when in the facility and/or when exiting the facility based at least in part on the locations of the user and the locations of the item. If the system determines that the user was in possession of the item when exiting the facility, the system may charge a payment instrument of the user for a price of the item.
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Wall-mounted cable housing assemblies
Issued US11013140B1
Cable housing assemblies include frames and cable carriers slidably mounted to channels provided at edges of the frames. The cable carriers may house or support male or female connectors to the cables, which may be power or communications cables (e.g., Ethernet cables) that extend from the connectors within the cable carriers into the channels, and through voids within the frames to power sources or communications systems. The cable carriers are releasably inserted into channels at edges of the…
Cable housing assemblies include frames and cable carriers slidably mounted to channels provided at edges of the frames. The cable carriers may house or support male or female connectors to the cables, which may be power or communications cables (e.g., Ethernet cables) that extend from the connectors within the cable carriers into the channels, and through voids within the frames to power sources or communications systems. The cable carriers are releasably inserted into channels at edges of the frames, and permitted to slide in either direction (e.g., up or down) to various positions within such channels, in order to make power or communications services available at such positions. When installed in association with a shelving unit, e.g., between a backerboard and shelves, the cable carriers may be used to provide power or communications services available to such shelves provided at any height within the shelving unit.
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Pot assembly with multiple levels of venting
Issued US US10653269
In some embodiments, a cooking pot assembly includes a lid with a venting assembly. The venting assembly may include three different selectable modes, including a first mode for whistling venting, a second mode for non-whistling venting, and a third mode for non-venting. In some embodiments, the venting assembly is recessed into the lid. Also, the venting assembly may include a base portion that is secured within a recess portion of the lid to resist rotation, while a rotor of the venting…
In some embodiments, a cooking pot assembly includes a lid with a venting assembly. The venting assembly may include three different selectable modes, including a first mode for whistling venting, a second mode for non-whistling venting, and a third mode for non-venting. In some embodiments, the venting assembly is recessed into the lid. Also, the venting assembly may include a base portion that is secured within a recess portion of the lid to resist rotation, while a rotor of the venting assembly is mated with the base portion, but able to rotate relative to the base portion for use in selecting a venting mode.
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Slumped glass spill proof shelf for an appliance and method of manufacturing
Filed US 20110148267
Honors & Awards
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Gold Medallion Patent Award
General Electric
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