Akash R. work email
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Akash R. personal email
A software and machine learning engineer interested in building and deploying ML and statistical models at scale.At Ancestry, I'm doing this on the Genomic Algorithms team by building large scale genomic-data processing pipelines that provide genetic insights for customers like traits, ethnicity and matches.
Meta
View- Website:
- metadownhole.com
- Employees:
- 136862
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Machine Learning EngineerMetaCalifornia, United States -
Staff Software Engineer, Genomic AlgorithmsAncestry Jul 2018 - PresentLehi, Ut, Us- Responsible for implementing and scaling bioinformatics algorithms and data pipelines that predict genetic insights like ethnicity, traits and matches for tens of millions of customers on the cloud (AWS) each year. - Built data pipelines using AWS Lambda, SQS, ECS and Step Functions. - Led the backend engineering effort to scale the new Ethnicity Inheritance algorithm on 22 million customers. This engineering effort was the first-of-its-kind in the consumer-genomics industry and a patent has been filed. - Helped build new PRS trait models (using Logistic Regression) and reduce the time to productionize from a month to a few days.- Implemented statistical checks (using Z-score) to catch anomalies and ensure accuracy of results.- Worked on designing a new API Gateway and SDK for 40 internal teams using Netflix’s Zuul service and RXJava -
Software Engineering Intern - GenomicsAncestry May 2017 - Aug 2017Lehi, Ut, Us- Implemented a pipeline in Java (Spring Boot) which reduced the time to extract insights, by performing Genome Wide Association Studies (GWAS) on Ancestry’s 5 million-strong DNA database, from 1 week to a few hours. - This also helped increase the security of data access and make the research process for scientists more seamless. -
InternshipIndian Institute Of Science Dec 2015 - Jul 2016Bangalore, Karnataka, In- Successfully implemented a pipeline in Python in the Biomolecular Computation lab of Dr. Debnath Pal that ascertains the statistical significance of of tens of thousands of protein-protein docking predictions. - Estimated how much better/worse than random some docking/ ranking algorithms were.
Akash R. Skills
Akash R. Education Details
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Carnegie Mellon UniversityComputational Biology -
Manipal Institute Of TechnologyBiotechnology Engineering
Frequently Asked Questions about Akash R.
What company does Akash R. work for?
Akash R. works for Meta
What is Akash R.'s role at the current company?
Akash R.'s current role is Machine Learning Engineer.
What is Akash R.'s email address?
Akash R.'s email address is ar****@****try.com
What schools did Akash R. attend?
Akash R. attended Carnegie Mellon University, Manipal Institute Of Technology.
What are some of Akash R.'s interests?
Akash R. has interest in Yoga, Hindusthani Classical Music, Children, Investing.
What skills is Akash R. known for?
Akash R. has skills like Python, Java, Public Speaking, Leadership, Biotechnology, Teaching, Data Structures, Algorithms, Eclipse, Git, Data Analysis.
Who are Akash R.'s colleagues?
Akash R.'s colleagues are Mohamed Mounir Bendiff, Elana Estrin, Donnie Murphy, Patra Welch, Ward Hale, Mr Shaikh, Adrian Luna.
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