Venkatesh Umaashankar
Software Engineer @ Google | Machine Learning, Data Pipelines
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
• indian institute of technology
• ericsson
• indix
• xoanon analytics
• rapidminer
• collaborative research center sfb 876
• oracle
• tcs
Experience
18.8 Years
Experience
Senior Manager (Data Science & Machine Learning), Global Artificial Intelligence Accelerator
ericsson | Chennai, Tamil Nadu, India
2020 - 2022
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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+91XXXXXXXXXXEducation
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