Hey, It’s Monika 🤑
Hey, It’s Monika 🤑
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Hey, It’s Monika 🤑
Hey, It’s Monika 🤑

Hey, It’s Monika 🤑

 

Data Engineer, Tech Writer

I am a Data Engineer, I help startup to build End-to-end Data pipelines.
 
 

đź«  About Mona

Never wanted to be an engineer but when life gives you project idea then build a startup. My Engineering Journey start in 2018. I worked with four startups till now and i am a Co-founder of the Mobile-web.dev community.

🕵️ Work

 
 

Ryan-miranda Partners Data Engineer Mar 2021-Present

 
Having experience in Data Warehousing and Managing the Data.
  • Build/optimize data pipelines from several sources, including Google AdWords, Facebook Ads, TikTok, Shopify, Google Analytics, BingAds, Klaviyo and Recharge.
  • Spearhead organization’s transition from paid ETL service Stitch to open-source platform Meltano.
  • Create models and transform data using SQL and DBT; write, debug, and test ETL processes for new or existing data pipelines.
  • Build Source Extractor API from scratch for Grin, Facebook, Shopify-Users and Linkedin.
  • Orchestrate automation of data workflow using Airflow and MWAA.
  • Build CI/CD pipeline for the development.
  • Dockerize the React+Flask App.
  • Set up Disaster recovery Region for the Application in AWS.
 

Tywn Artificial Intelligence Engineer July 2020-April 2021

 
I worked with the image data and my work revolves around Image Acquisition, Annotation with labelling, Training and testing of a model with different deep learning architectures like YOLO, TFOD, etc.
 
 

twimbit Data Scientist Jan 2020-Aug 2020

 
Worked on Research project on NLP Based system:
  • Implementing Topic modelling Algorithms like LDA
  • Build question answer API by Bert Model for user query.
  • Implementation of real-time sentiments analysis of documents with pre-trained models.
  • Build a web crawler API (using flask) that scrap data from multiple websites.
  • Worked on a team to build a chrome extension with Auth0 integration.
  • Worked on ETL pipeline using apache airflow.
  • Deploy machine learning models and APIs on AWS Instance.
 
 
 

Kritrim Junior Data Scientist Sep 2019-Feb 2020

 
Here i worked on a AutoML product.
  • Basic understanding of big data tools like pyspark, ApacheBeam, Hadoop and Hive.
  • Help building a clean code.
  • Support machine learning and statistics based end-to-end data science software, and identify business requirements, develop use cases.
 
 
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Connect
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Work
Books
Books
 
 
 
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