Really tough questions and there is no easy answer to this question. I try to give some recommendations that are really working. Recommendation 1 Try to develop your project in a modular way and each module can be sellable. Monetization of each step in the development can make your life…

Project management is a critical process for the success of the project. Big data, ML, and Business Intelligence projects have different priorities and challenges. Even simple machine learning projects can be complex and managing these projects in a real business is much harder than most people realize; that’s why VentureBeat…

I watched World Economic Forum 2022 session. It was very inspiring. Speakers are really direct and transparent. In my opinion main question was which problem will be solved by Central Bank Digital Currencies. It seems that there is a FOMO effect in financial sector. They try to be part of…

I want to talk about ten myths about AI. 1- AI is approaching human intelligence Techniques like transfer learning are bringing us closer to AI systems that can apply their learning to multiple problems, but machines with human intelligence remain a long way off. 2- AI will take our jobs …

First Analyse Your Project I know you believe your idea. This is a good thing. However, do not be a toy of your idea. Criticize your own opinion. For this, first, do research, review similar projects, academic articles, and industry reports, and spend time on this. Use Google (Search competitors…

A gadfly is a person who interferes with the status quo of a society or community by posing novel, potentially upsetting questions, usually directed at authorities. The term is originally associated with the ancient Greek philosopher Socrates in his defence when on trial for his life. During his defence when…

The number and duration of meetings are increasing. According to the 2019 report of Doodle; Professionals spend 2 hours a week in pointless meetings, which will add up to over $541bn worth of resources in 2019 The average professional spends three hours a week in meetings — making two-thirds of…

I completed three large scale R&D projects in AI/ML/Data area. I want to share my lessons learned. 1- Plan your R&D project to support your core business. 2- Use R&D projects to make new connections and develop skills. (Collaboration is the king). 3- Your work packages in an R&D project…