Milind M
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Milind M Email & Phone Number

Sr Director Technology, Demandbase at Demandbase Data Cloud
Location: Sydney, New South Wales, Australia 4 work roles 1 school
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Current company
Role
Sr Director Technology, Demandbase
Location
Sydney, New South Wales, Australia

Who is Milind M? Overview

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Milind M is listed as Sr Director Technology, Demandbase at Demandbase Data Cloud, based in Sydney, New South Wales, Australia. AeroLeads shows a matched LinkedIn profile for Milind M.

Milind M previously worked as Chief Data Scientist at Demandmatrix and Architect Big Data and Data Science Solutions at Aig. Milind M holds Bachelors, Engineering from Mumbai University Mumbai.

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Demandbase Data Cloud

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Profile bio

About Milind M

The scientist does not study nature because it is useful; he studies it because he delights in it, and he delights in it because it is beautiful. - Henri PoincareI am on an unending quest for creating and understanding beautiful systems. Whether the systems are theories of sciences, systems of engineering or systems in pure or applied mathematics but essentially, they are beautiful as Henri Poincare expects. Not to say that Godel’s incompleteness humbles us with certainty of the ultimate failure but we are on a high of seeking the truth to ignore the fact we can never know it!In this high of seeking I spent a good part of my life building and creating systems of code. The heady mix of design patterns, distributed architectures, collaborating asynchronous agents, orthogonal compositions of the Unix pipeline to the parsimony of kernel drivers, the event driven designs and the promise of object-oriented designs to tame real world complexity. But in this whole deductive deterministic beauty of the software system there was a realization. It is not emergent. One cannot truly understand and create beautiful systems as nature intended without considering emergence-at-scale. Thus I branched out of the deductive deterministic world into the science of complex systems. In the current phase of inquiry I am dabbling is ‘science of data and AI’ – will “emergent evolution” result in artificial consciousness of some kind? We can take the next step but the end destination is unknown.

Listed skills include Leadership, Python, R, Research, and 7 others.

Current workplace

Milind M's current company

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Demandbase Data Cloud
Demandbase Data Cloud
Sr Director Technology, Demandbase
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4 roles

Milind M work experience

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Sr Director Technology, Demandbase

Current

Sydney, New South Wales, Australia

May 2021 - Present

Chief Data Scientist

Sydney, Australia

Partnering with top tech orgs like Microsoft, Google, Adobe, DocuSign to help them find new customers and markets. We are building a research team of data scientists who would work on problems like Technology Adoption Models, Cloud Adoption Models, Feature Engineering for Measuring Tech Usage in Organizations, Buyer’s Journey Models.The current beautiful system creation is to build a metric space for measuring software tech usage. We are creating word embeddings for terms and concepts in the software domain with the goal of creating unique features for recommendation models. The word embeddings will be created in different contexts. A context is defined by building a corpus of documents for a purpose. For e.g. creating a corpus of "usage" vs "association" of technologies. The goal is for us to build a metric space for measuring distances amongst various projects / orgs in terms of usage semantics. The approach is akin to one employed in https://www.aclweb.org/anthology/Q16-1020.pdfWe have been successful in building a buyer’s journey map for tech adoption for important category of products using the Apriori model for important tech stacks like big-data, CRM, ERP. We understand the affinities of tech stacks and their components.We leverage platforms like Elasticsearch, AWS Athena, AWS EMR, Python and R, PowerBI dashboards.

Sep 2016 - Aug 2021

Architect Big Data And Data Science Solutions

Aig

Bengaluru Area, India

Worked on implementing scaled out models on SAS and R grids. Extraction of text from PDF and other document formats.

Aug 2014 - Aug 2016

Architect Cloud And Virtualization

Pune Area, India

We were at the forefront of helping tech vendors like EMC, Hitachi, Vmware to integrate their offerings to create cloud infrastructure products. I worked on Vmware ecosystem to integrate it with Hitachi storage boxes to enable DR solutions.Quant C++ Library - Build a C++ library for performing quant ops for Portfolio analysis.

Apr 2008 - Jul 2016
1 education record

Milind M education

FAQ

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What company does Milind M work for?

Milind M works for Demandbase Data Cloud.

What is Milind M's role at Demandbase Data Cloud?

Milind M is listed as Sr Director Technology, Demandbase at Demandbase Data Cloud.

Where is Milind M based?

Milind M is based in Sydney, New South Wales, Australia while working with Demandbase Data Cloud.

What companies has Milind M worked for?

Milind M has worked for Demandbase Data Cloud, Demandmatrix, Aig, and Symphony Teleca.

How can I contact Milind M?

You can use AeroLeads to view verified contact signals for Milind M at Demandbase Data Cloud, including work email, phone, and LinkedIn data when available.

What schools did Milind M attend?

Milind M holds Bachelors, Engineering from Mumbai University Mumbai.

What skills is Milind M known for?

Milind M is listed with skills including Leadership, Python, R, Research, Big Data, Analytics, Marketing Strategy, and Statistics.

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