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KARTHIK PENAKA

Machine Learning & Ops Engineer

About

Karthik Penaka is a highly experienced Deep Learning and Machine Learning Engineer with over 9 years of experience in the IT industry. He has spent 6 years as an ML engineer, with a focus on Deep Learning for the past 3 years. Karthik has also spent 4 years developing on Cloud-based Hadoop platforms, including Azure, AWS, and OnPremise. He has strong experience in Python, C++, SQL, Docker/K8s, and Unix. Karthik is an expert in Tensorflow, Keras, Pytorch, MLflow, and Rest APIs. He has experience in model evolution, model monitoring dashboard, and deployments at scale. Karthik is an effective communicator with excellent relationship and interpersonal skills. He has strong analytical, problem-solving, and organizational abilities, and he demonstrates high ethics and values, inspiring loyalty and trust. Karthik has a Master of Science degree in Computer Science from the University of California, Berkeley. He has attended data science events such as Philips Innovation and Capgemini I&D services. Karthik has also received second place in the National Mathematics Talent Exam. Currently, Karthik is a Machine Learning Researcher AI at Microsoft. Previously, he worked as a Senior Data and ML Scientist at Capgemini, where he productionized the ML code, migrated SAS and R code in Python, created data lifecycle, ML lifecycle, microservices, and end-to-end automation (pipelines). He also packaged ML models, dockerized Python environments, and created endpoints to serve models as an API. Karthik has experience using DevOps automation tools using Azure DevOps and Github. He created and maintained fully automated DevOps CI/CD pipelines for ML model deployments and participated in an on-call schedule, responding to ad hoc requests and surfacing areas of operational improvements. Karthik has also worked as a Data Engineer at Royal Bank of Scotland Business. Karthik's tech stack includes ML, AI, Research Scientist, Deep Learning, AWS, Python, Hadoop, Azure, DevOps, SQL, Keras, Docker, Data Scientist, Tensorflow, Pytorch, Spark, CI/CD, Kafka, Microservices, infra, Data Engineering, and Apache Hive.

Education Overview

university of california berkeley

Companies Overview

microsoft

capgemini

royal bank of scotland business

Experience Overview

11.1 Years

Experience

Machine Learning Researcher AI

microsoft | Redmond

2021 - 2025

Senior Data and ML Scientist

capgemini | Mumbai, Maharashtra, India

2016 - 2021

Data Engineer

royal bank of scotland business | Gurgaon, Haryana, India

2013 - 2016

Skills

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Administrative
Amazon Web Services (AWS)
analytics
Ansible
apache
Application Programming Interfaces (API)
architectures
Artificial Intelligence (AI)
auditing
Automation
Azure
banking
Bash
C++
Cascading Style Sheets (CSS)
chef
CI/CD
Communication
Debugging
Design
DevOps
Education
firmware
Git
GitHub
Hadoop
Hardware
html
Identity & Access Management (IAM)
infra
Infrastructure
Jenkins
Keras
Kubernetes
linux
Machine Learning (ML)
Manufacturing
Microservices
Microsoft Azure
MLOps
Mobile
Mqtt
MySQL
operations
PostgreSQL
Powershell
Python
Pytorch
Representational State Transfer (REST)
Research
Research Scientist
REST
Retail
security
servers
SQL
storage
Tensorflow
test
testing
Troubleshooting
Unix
Web

Education

university of california berkeley

Master of Science - MS

2011 - 2013

Frequently asked questions

What company does KARTHIK PENAKA work for?

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KARTHIK PENAKA works for microsoft

What is KARTHIK PENAKA role in their workplace?

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KARTHIK PENAKA's role in their workplace is Machine Learning Researcher AI

What is KARTHIK PENAKA's tenure in their workplace?

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KARTHIK PENAKA's tenure in their workplace is 3.25 years

What is KARTHIK PENAKA's total experience?

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KARTHIK PENAKA's total experience is 11.08 years

What is KARTHIK PENAKA's LinkedIn profile?

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KARTHIK PENAKA's LinkedIn profile can be found here

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KARTHIK PENAKA's email address is karXXXXXXXXXXXXXXXXXXXXom. Unlock here

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KARTHIK PENAKA's phone number is +91XXXXXXXX55. Unlock here

What schools did KARTHIK PENAKA attend?

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KARTHIK PENAKA has attended university of california berkeley

What companies has KARTHIK PENAKA worked with?

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KARTHIK PENAKA has worked with microsoft, capgemini, royal bank of scotland business

What are some of KARTHIK PENAKA's skills?

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KARTHIK PENAKA has skills in Administrative, Amazon Web Services (AWS), analytics, Ansible, apache, Application Programming Interfaces (API) and more.