A high-level overview of technical influence for technical managers and how one can earn it. — A product manager for a digital product, e.g., a mobile app, an enterprise platform, etc., is often called a Technical Program Manager (TPM). In my opinion, a TPM neither needs a bachelor's degree in computer science nor to be a software engineer to build a digital product. …

A high-level outline of the role of a technical product manager If you enjoy problem-solving, are passionate about technology, and are always thinking of new digital products or ways to improve existing ones, then the role of a Technical Product Manager (TPM) might be perfect for you. There is no…

Why software product managers should take software engineering education or experience seriously? — These days I work a lot with software product management. I have a background in software engineering and moved to a product management role from an engineering management role recently. I do not see that I am an exception. I rather see this as what it should be — people…

What are the foundational building blocks of Data… —

How to reproduce flows in machine learning applications through reproducible features — Reliability in a typical software application demands deterministic output. It is difficult to guarantee the same for Machine Learning (ML) applications that live in the realm of randomness and uncertainties. However, it is possible to ensure a big part of the application by making them reproducible, which is a precondition…

How to prepare a proposal for an AI platform product in an enterprise organization through customer and stakeholder research. — AI Platforms, preferably offered as self-service products, are essential for the successful rollout of the AI vision of an enterprise organization. The delivery of such a product requires a solid, exciting proposal as a document. In this article, we cover a high-level framework on how to produce such a document…

What AI platform teams should consider for their product roadmaps? — The tech strategy goals of an organization are mainly realized by its tech platforms. Roadmaps for these products are essential to get buy-in from the key stakeholders within the organization. Thus the roadmaps are crucial for steering the tech strategy in the right direction. A roadmap describes the way on…

Recently, one of my posts in a leading social network has been flagged as violating the community guideline. The post is removed from my wall. I was informed that if I continue to do so, I will face further repercussions. I was baffled. I post rarely and when I do…

Techniques that can influence ways of working significantly of a machine learning department in 2022 — A tech radar for organizations delivering Machine Learning (ML) application is a set of topics, each of which is a technique or technology, that plays an important role in application development for teams in the organization. …