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Venkatesh Umaashankar

Software Engineer @ Google | Machine Learning, Data Pipelines

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About

Venkatesh Umaashankar is an Applied Machine Learning professional with over 17 years of experience in the industry. He is currently working as an Engineering Manager at Google, where he is responsible for developing and implementing machine learning applications. Venkatesh has a strong product development, programming, and engineering background, which has helped him in building successful data science teams. Venkatesh is an expert in end-to-end implementations, from the conception of an idea to production deployment. He has practical expertise in developing machine learning applications and is experienced in performing academic literature surveys and converting them into working solutions. Venkatesh has also mentored juniors and built high-performance teams. Previously, Venkatesh has worked with Ericsson in various roles. As a Senior Manager (Data Science & Machine Learning), Global Artificial Intelligence Accelerator, he built a diverse team of Data Scientists, Data Engineers, and Product Managers from scratch across India, Sweden, and the US. He contributed to the strategy for enhancing ML/AI adoption within Ericsson and was responsible for the operations and execution of data-driven projects. As an Applied Machine Learning Researcher, he defined architecture and prototyped various use cases for the NWDAF (Network Data Analytics Function), which provides analytics to 5G Core Network Functions. Venkatesh has a strong tech stack, including ML, Senior Software Engineer, NLP, Data Scientist, AI, Research Scientist, and Deep Learning. He has also given a featured talk on Demystifying Data Science and shared his slides and recording on LinkedIn. Overall, Venkatesh is a highly skilled Applied Machine Learning professional with a wealth of experience in the industry. His expertise in developing machine learning applications and building successful data science teams makes him a valuable asset to any organization.

Education

-

Companies

google

indian institute of technology

ericsson

indix

xoanon analytics

rapidminer

collaborative research center sfb 876

oracle

tcs

Experience

18.8 Years

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Experience

Software Engineer, Machine Learning

google | Bengaluru, Karnataka, India

2023 - Present

Guest Faculty

indian institute of technology | Chennai, Tamil Nadu, India

2023 - Present

Software Engineer, Machine Learning

google | India

2022 - 2023

Senior Manager (Data Science & Machine Learning), Global Artificial Intelligence Accelerator

ericsson | Chennai, Tamil Nadu, India

2020 - 2022

Applied Machine Learning Researcher

ericsson | Chennai Area, India

2017 - 2020

Principal Machine Learning Engineer

indix | Chennai Area, India

2016 - 2017

Principal Data Scientist, Engineering Manager

xoanon analytics

2014 - 2016

Researcher

rapidminer | Dortmund, North Rhine-Westphalia, Germany

2012 - 2014

Senior Software Engineer

ericsson

2010 - 2012

Applications engineer

oracle

2007 - 2010

Assistant System Engineer

tcs

2005 - 2007

Skills

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Agile Methodologies

Algorithms

Analytics

analytics

Apache Spark

Artificial Intelligence

Artificial Neural Networks

Automation

Big Data

Convnets

Data Analysis

Data Analytics

Data Mining

Data Modeling

Data Pipelines

Data Science

Data Scientist

Data Warehousing

Databases

Dataops

Deep Learning

DevOps

Distributed Systems

Google Cloud Platform (GCP)

Google Maps

Hadoop

Java

Keras

Machine Learning

Machine Learning (ML)

MLOps

mondrian

MySQL

Natural Language Processing (NLP)

Oracle

Pandas

Pandas (Software)

Predictive Modeling

Product Development

Python

Python (Programming Language)

PyTorch

RapidMiner

Recurrent Neural Networks (RNN)

Reinforcement Learning

Requirements Analysis

Research Scientist

Scala

Scikit-Learn

Software Development

Software Engineer

SQL

strategy

Tableau

Team Management

TensorFlow

Tensorflow

Unix

Contact Details

Email (Verified)

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Mobile Number

+91XXXXXXXXXX

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