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Sai Yamanoor

Sai Yamanoor is an IoT Applications Engineer at Linde, an industrial gases company in Buffalo, NY. He is a co-author of two books on the use of Raspberry Pi to execute DIY projects, and he has also presented a Personal Health Dashboard system at Maker Faires across the country. Sai is also currently working on machine learning projects aimed at improving Quality of Life (QoL) for people with chronic health conditions. A portfolio of his projects is available at http://saiyamanoor.com/

Developing Low Cost Embedded Products as a Small Team

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With the advent of open hardware prototyping platforms, it is easy to build a prototype but prove a concept. It is something else to build a product that meets a certain target cost. There are several factors to consider including assembly costs, power options, battery life, device provisioning, product lifecycle management etc. Problems in hardware development tend to surface either during the later phases of development or during pilot manufacturing of the product.

As a member of a three person team, we have developed three low cost products and encountered different challenges. I would like to share some lessons learned. They include:

  • Navigating supply chain constraints during the pandemic
  • Estimating bottlenecks in components costs
  • Utilizing rapid prototyping tools to effectively iterate hardware design
  • Criteria to consider while selecting embedded hardware platforms
  • Product lifecycle management including planning for hardware obsolescence & parts approaching end-of-life
  • Planning time investment in projects when it comes to smaller teams

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Live Q&A - Developing Low Cost Embedded Products as a Small Team

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Live Q&A with Sai Yamanoor for the theatre talk titled Developing Low Cost Embedded Products as a Small Team

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Developing Rugged IoT Devices by Integrating Off-the-Shelf Hardware (2020)

Status: Available Now

The availability of IoT hardware prototyping platforms (e.g.: an Arduino shield or the ‘Feather’ form factor) enables the construction of ‘quick and dirty’ prototypes. The effort required to convert the prototype into a product is of a higher magnitude. There are several factors to consider including product form factor, power options, target costs, etc. Problems in connected hardware development tend to surface either during the later phases of development or during pilot manufacturing of the product.

The talk is going to be structured around a hardware design example whose target unit cost is supposed to be sub $100. The following is discussed:

  • Utilizing rapid prototyping tools like 3D printing and a low-cost 24-hour turn-around PCB fab to effectively iterate hardware design
  • Criteria to consider for selecting off-the-shelf hardware for your product
  • Estimating product development costs to avoid surprises in your budget
  • Product lifecycle management including planning for hardware obsolescence & parts approaching end-of-life
  • Things to consider while integrating off-the-shelf hardware & third-party tools e.g.: recurring costs for cloud services, platform fee, billing structure, etc.

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