Looking for exciting opportunities in data science. Interests are machine learning, data analytics, ETL pipelines, cloud computing, and business optimization.
Mississauga, ON, Canada (437)986-2206 linkedin.com/in/livanshu [email protected] github.com/livanshu
Independent Project • Dec 2020 — Present
Developing a mobile app using Ionic + React. The application would take input from users using forms and then generate a PDF report according to the input data. Designing UI/UX and using AWS Cloud for backend services. The project is at the initial stage but I have learned few basic key skills like HTML (for forms), API's, Node.js (simulation) etc.
Course name: AI & ML fundamentals - McMaster University • May 2020 – Aug 2020
Data collection, preprocessing and tuning. Data was taken from UCI ML database. Training/Testing 75:25. Used different classifiers like Regression, LDA, KNN, SVM, Naive Bayesian, AdaBoost etc. to predict if the stock would go up or down in Python. Used different visualizations for results like ROC-AUC, confusion matrix etc.
Course name: Multivariate Big Data Analysis - McMaster University • Jan 2020 – Apr 2020
Controlling quality of a pump impeller using camera images. The images are pixelated, gray scaled and processed to check if they are under quality specifications. The processing involves performing Principle Component Analysis on image data matrix by training/testing defective and okay images.
numpy, scikit-learn, pandas, matplotlib, seaborn, tensorflow etc.
Tableau story & dashboard. MySQL/DB2 queries, RDBMS concepts.
Modern algorithms, Data preprocess, tune, training/testing, Performance of classifiers.
MicroMasters in Statistics and Data Science - Part time • 2020 - Present
Courses: Probability, Fundamentals of Statistics, ML with Python, Statistical models, Capstone project
Master of Engineering Manufacturing Engineering - Full time - GPA 3.3/4 • 2019 – 2020
Courses: AI & ML fundamentals, Sustainable manufacturing processes, Prototyping tools and methods, Multivariate big data analysis, System modulation and optimization.
Bachelor of Engineering Mechatronics, Robotics and Automation - Full time - GPA 3.7/4 • 2016 – 2019
Amazon, Brampton YYZ4 • May 2020 – August 2020 • Part-time
Felton Brushes Ltd • September 2019 – March 2020 • Part-time
LG Electronics • January 2018 – June 2018 • Full time
Exicom Tele-Systems Limited • August 2014 – January 2016 • Full time