About
Software Engineer with 6+ years of work experience, currently working at Fintech Startup company - Own Up.I am interested to solve challenging problems and learning new stuff.
Skills
In past few years I have enrolled in many online courses to learn new technologies, one of them is Data Scientist Nanodegree from Udacity. I got hands-on experience while working on interesting problems and datasets in Machine Learning and Data engineering.
Data Tools
Snowflake, DBT (data build tool), Jupyter Notebook, Informatica, Actimize (Reg-Tech), Toad, Oracle, Autosys.
Machine Learning
Linear Regression, Random Forest Classifier, Logistic Regression, SVM, GradientBoosting, AdaBoost, Kmeans Clustering, PCA.
Deep Learning
CNN, Computer Vision, Image Filtering, Neural Networks, differential privacy models, NLP, sentiment analysis.
Concepts
Algorithms, Data Structures, ETL, Data Warehousing, Relational Database, HDFS, MapReduce, Distributed Systems, Data Pipeline.
Programming
Python, SQL, Unix Shell Scripting.
Cloud
AWS Codebuild, EMR, S3, Spark, Notebook, EC2, Git/GitHub.
Visualization
Tableau, Plotly, Seaborn, matplotlib.
Libraries
Pandas, numPy, matplotlib, scikit-learn, TensorFlow, Keras, Pytorch, openCV, pySpark. scipy, fast-ai
Resume
Education
University of North Carolina at Charlotte
Master’s in Computer Science - Data Science Concentration - 2020
Charlotte, NC, USA
Birla Institute of Technology and Science
Master’s in Software Engineering - 2014
Pilani, Rajasthan, India
HNB Garhwal University
Bachelor of Computer Applications - 2010
Srinagar, Uttarakhand, India
Professional Experience
Software Engineer - Own Up
Feb-2021 - Present
Senior Software Engineer - UBS Bank
2016 - 2017
Senior Software Engineer - BNP Paribas
2014 - 2015
Software Engineer - UBS Bank
2010 - 2014
Blogs
Recently, I started writing on Medium for Towards Data Science A Medium publication sharing concepts, ideas, and codes.
How to predict customer churn using Machine Learning model on Spark?
Explore your Big Data using Spark, a beginner’s approach.
How to perform Data Analysis using the CRISP-DM approach?
CRISP-DM stands for a cross-industry standard process for data mining.
Fun Facts
In free time, I love experimenting with food and mixing up recipes from various cuisines. Most of the time, I am my own food critic...
Awarded thrice with "Feather in my Cap" in UBS project for exceeding expectations.
Speaks three languages. Lived in 10 Cities and 3 Countries so far and traveled many more, most memorable is Zurich, Switzerland...
I spent only few days to build this website, which shows if I set my mind to something, all I need is starting point and creativity, rest all follows...
My favorite place is where the mountains meet the Ocean...
To know more fun facts about me, connect me on linkedin...
Contact
Location:
UNC Charlotte, Charlotte, NC
Email:
monika.bagyal@gmail.com