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Vaishnavi - MLOPS Engineer

About Me

I'm a highly skilled and experienced MLOPS Engineer with a passion for building and deploying machine learning models. I have a strong background in full stack development, with a focus on frontend development using React JS, HTML5, CSS3, and StyledComponents. I'm also proficient in backend technologies such as Python, Golang, and NODEJS. I have a deep understanding of CI/CD and web server technology, and I'm experienced in deploying applications with production-grade configurations on cloud platforms such as AWS and Cloudfoundry.

Technical Skills

  • Frontend Development: React JS, HTML5, CSS3, StyledComponents

  • Backend Development: Python, Golang, NODEJS

  • CI/CD and Web Servers: Concourse, Jenkins, Kubernetes, shell scripting, terraform, cloud formation, makefile

  • MLOPS: Ray, MLflow, Kubeflow, Kubernetes, DataBricks

  • Observability: Jaeger, prometheus, thanos, grafana

  • Machine Learning: LSTM for time series analysis, random forest for anomaly detection

Education

  • Master's Degree in Data Science, BITS Pilani
  • Machine Learning Specialization Certification, Coursera

Projects

  • Developed a system for RCA using traces of different microservices and representing them in the form of a DAG. Used LSTM for time series analysis and random forest for anomaly detection.

  • Built a production-ready platform with end-to-end observability through distributed tracing using Jaeger, prometheus, thanos, and grafana.

Experience

  • MLOPS Engineer, Comcast International, Feb 2017-Present
  • Full Stack Developer, Syntel, July 2014 - Jan 2017

vaish1707's Projects

meeteasier icon meeteasier

MeetEasier is a web application that visualizes meeting room availability. It works using Exchange Web Services (EWS) with Exchange room lists in Office 365.

meetupapp icon meetupapp

An web application for conducting meet up across all regions. When ever an organization/ corporate planned to conduct meeting they need place with all basic needs. These are arranged by using this app will allows users to search good places with affordable price including all necessary things (projectors, softwares,physical devices) will be provided

node-apn icon node-apn

:calling: Apple Push Notification module for Node.js

node-bunyan icon node-bunyan

a simple and fast JSON logging module for node.js services

passport icon passport

Simple, unobtrusive authentication for Node.js.

slacktextviewcontroller icon slacktextviewcontroller

A drop-in UIViewController subclass with a growing text input view and other useful messaging features

tasmota icon tasmota

Alternative firmware for ESP8266 with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at

vinyldns icon vinyldns

Vendor agnostic DNS front-end for streamlining DNS operations and enabling self-service for your DNS infrastructure

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