Your points are well made regarding internet based apps or microservices leveraging cloud solutions.
However true ML/AI/deep learning projects that truly leverages elastic compute capacities of cloud computing deals in petabytes of data or high volume streamed data or a combination of the two. The sources of such data is usually financial transactions, factory production process type data, sales and marketing data, scientific data such as genome or facial or some kind of pictorial/video/audio data.
These type of projects rarely in my experience leverages the services provided by big players. The latest packaged product such as microsoft azure synapse or AWS Glue which supposedly can ingest data, undertake etl or process data data under AI/ML scenario and egress it. But they are just awful and do not work. Hell neither platform has yet released an end-to-end job monitoring service.
Every company I know builds their own bespoke AI/ML models or leverages specialised vendors such as informatica or sector specific niche products.
At the end of the day data lakehouse/mesh are still very much conceptual methodologies that are evolving.
BD companies based on market capitalisation presumably are firmly at the stage where they are using on-prem ERP products and at the clasp where volumes of data is getting to a point where data lakes becomes the only option to truely leverage their data.
Here if digital BD is seriously the goal then we need to develop indeginious solutions. The beauty of decentralised computing is that the framework is open source. Hardware setup is also fairly simple.
It is an absolute fallacy that we need to rely on established players. BD is making some right moves and i am hopeful of the future.
Bangladesh Data Center Company Limited (BDCCL) and Gennext Technology has recently signed an agreement to set up Meghna Cloud, Bangladesh first cloud data centre.
Located in Bangabandhu Hi-Tech City, Kaliakoir, Joydebpur, the National Data Centre has recently shown potential to be a big source of foreign investment. According to reports, international firms are interested in storing their company data there.
Simple google search reveals many established AI/ML consultancies already exists in country.
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