2022 has been an important year for me. It was during that year, I completed my PGPX course at UCLA. In one of the classes, one of the alumni, who is running a leading packaging and anti-counterfeit solutions company for FMCG gave a talk about digital transformation in his company…

Few weeks back, I was excited when I came across the video of Amazon Astro. Though it is not production ready, it triggered my imagination and product designer avatar. I was thinking of possible challenges they would have experienced and possible ways to solve it. …

I am honored and privileged to have this article co-authored by Vivek , a passionate and extremely talented Industrial engineer and product designer at Techolution. I have collaborated with him during my stint at Techolution for various key initiatives. Through this article, we would like to cover how we leverage…

Continuing from Part2 , as mentioned in that post, I will explain a real world use case and how we approached it in this article. As-Is Solution Our platform was an industrial asset condition monitoring system developed using GcP IoT Core and other key GCP products. At the factory level, we had…

Continuing on Part1 , In this article, I will highlight the strategy, steps to follow, things to consider and possibly the best practices to do before moving the real time data analytics load from Cloud to edge. This is mostly aimed to serve as a guideline in architecture and process…

I got myself involved in IoT out of my pure interest and passion. With engineering background in Textiles and significant software industry experience, Managing delivery in IoT services is a big challenge. I will describe a approach I have adopted from Waterfall SDLC to control cost and slippages. When we…

This is the first of three part series where I will be covering Apache Beam. While this part talks about features and benefits, the next part will give code examples and the last part will detail on how to migrate existing data streaming logics from cloud to edge. Digital transformation…

At Techolution we are working on deploying complex AI model to edge. While Intel based industrial gateways are generally used in our production deployments, for our experiments and trying out prototypes, we use RaspberryPi. Specially RaspberryPi4 to be specific. …

GKE is one of the wonderful service offerings from Google cloud. However, just that your services or functionalities are dockerized, does not mean that GKE should be the only choice of runtime to achieve a scalable solution. As cloud providers, especially GCP, keep adding new services in its portfolio, it…