As the world prepares to live with the pandemic, all of us are questioning everything around us – ourselves, our people, our behaviors, our possessions, our artifacts, our organizations, our residences, our lifestyles, our entertainment, our institutions – public and…
Author: madhu
Meteor.js – A Server Side Developer’s Experience
Over the past few months, I have been working with Meteor.js, henceforth called Meteor, building out some complex UX workflows. Being a platform architect and systems developer, I had shied away from working on product UI’s. However, sitting in innumerable meetings…
Building Product – Transitioning from a Service mindset
Many “realworld” ideas that initiate the launch of a startup have their roots in the world of “services”. Somewhere, someone who was trying to solve a problem for a customer realizes that there is a major need for a viable…
Big Data – Ponderings of a Practitioner – IV
Over the past few weeks, I have been reviewing the big data startup space – looking for companies with key ideas in exploiting big data. During this exercise, I noticed that a number of start-ups focused on “data cleanup” tools…
Text analytics – a practitioner’s view – I
After nearly a four month hiatus from blogging, I finally got around to writing up the first in a series of blogs on the state of art in text analytics. I have been interacting with various practitioners in both industry…
“Design” – Some thoughts
I recently read “Design of Design – Essays from a Computer Scientist” by Fred Brooks of the “Mythical Man Month” fame. The collection of essays attempts to make a larger point about the role of “design” in engineering activity as…
Big Data – Ponderings of Practitioner – III
My earlier posts on this topic have taken a top down view – from model building to implementation. In this post, I attempt to understand the bottom up view of this world – the vendor landscape and tools in this…
Big Data – Ponderings of a Practitioner – II
Continuing the vein of thought outlined in my earlier post on Big Data, the key issue to have in mind before jumping into big data is: Are you collecting/analyzing data to build/improve a theory? or you have a theory that…
Social Media related R&D problems
Over the past two years and a half, I have been working closely on social media data from Twitter, FB, Google+ and others. After building and using real world systems that need to scale and having read a number of…
Big Data – Ponderings of a Practitioner – I
Having worn multiple hats related to dealing with data on a near-daily basis through my professional career – data modeling, schema/representation development, redesign for indexing and query performance, information extraction, feature extraction for machine learning etc. I have been following…