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👋 Hey! It's Mansi here

Data Engineering | Machine Learning | Software Development


Hope you are having a nice day! Here's a little about me:

  • 📝 Successfully completed Masters in Business Analytics (MSBA) from National University of Singapore (NUS). Trust me, it was a struggle with a part-time job as a Senior Data Engineer, relieved to have this accomplishment

  • 👩🏻‍🦱 Volunteering with Women Devs SG (formerly Women Who Code) Singapore, which is a group of wonderful talented ladies and diverse allies driven to help women excel in tech careers, spread inclusivity of historicallly isolated groups and grow together. With the opportunity to mentor in DS/ML/AI and host a couple of events, I'm excited to continue my journey!

  • 🔭 Exploratory Data Analysis works-out my brain the most. I occasionally elaborate the process on my blog called WorkOutData(created using fastpages.ai, now migrated to Quarto)

  • 👩🏻‍💻 Coding has been a part of me since 2010, ever since I've always felt associated. Problem solving through automation and code stimulates my brain the most, hence drives me forward.

  • 💬 Ask me about Machine Learning, Data Science, Big Data, MLOps, REST APIs

  • 📫 Reach me at [email protected] to discuss ideas and collaborate. Would be glad to connect on LinkedIn mansi-agarwal-sg

Languages and Tools


aws chartjs css3 django docker flask gcp git hadoop heroku html5 java jenkins kafka matlab mssql mysql nginx oracle pandas postgresql postman python pytorch scikit_learn seaborn selenium spring sqlite tensorflow

Recent Blogs posts

A Customary statistics minireport for maintaining updated GitHub profile aesthetics (aka developer peer pressure 😅)

contactmansi

Grateful for your visit! Hope you enjoy exploring my repositories. For issues, questions, contributions please feel free to reach out me @[email protected] or connect on LinkedIn.

Mansi Agarwal's Projects

airflow icon airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

choropleth-maps-in-python icon choropleth-maps-in-python

Interactive Choropleth Maps to analyse and gain insightful insights from US Agriculture, World GDP & Power Consumption data using Plotly and Cufflinks

cnn-based-face-image-classifier icon cnn-based-face-image-classifier

Extracting facial features from image data, perform classification based on images' feature data. Also compare performances and number of parameters between Fully-Connected NNs and CNNs.

employee_churn_prediction_ibm_hr_dataset icon employee_churn_prediction_ibm_hr_dataset

An approach to mitigate employee churn using IBM HR Anlaytics Employee Attrition & Performance dataset #HR Analytics #People Analytics #Churn Prediction #Employment issue #Supervised Learning #IBM Datasets #Kaggle

istockphoto-image-scrapper icon istockphoto-image-scrapper

Istockphoto Scrapper has been built to collect American Sign Language Data as a part of Neural Network Project for university

nlp-progress icon nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nlp-stackoverflow-highly-voted-comments icon nlp-stackoverflow-highly-voted-comments

Binary Text Classification of StackOverflow Comments for high votes forms a unique use case for handling code based text data. Building a NLP+ML Algorithms Classification system to identify potentially high voted comments.

practical-pytorch icon practical-pytorch

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

workoutdata icon workoutdata

Blog for sharing my learnings - documenting projects, setup and resources. Always learn from your failures, have a fun time reading :) Created using fastpages

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