at HEC Montréal, University of Montréal

at Rizvi College Of Engineering (RCOE), University of Mumbai

at Shift-Technology, a Fintech Unicorn Startup

Tech Stack: C#, T-SQL, Python
Monitoring: Grafana
CI/ CD: TeamCity, Octopus

Note: This position did not encompass analytics, which is typically a core aspect of Data Science; instead, it focused solely on backend tasks.

at MKSoftware, a company that makes ERP solutions
Main Product: DocuFire

Tech Stack: C#, React.js, Typescript, T-SQL
CI/ CD: Windows Installer, Installshield

at HEC Montréal, University of Montréal; developing web application to facilitate course capstone projects

Tech Stack: C#, MySQL, Python

at Sentometrics, writing a Machine Learning research paper

Tech Stack: R, Python

at ERPSim Lab, HEC Montréal

Tech Stack: Python, SAS

• Created a complex road network of bike sharing service usage by overlaying it with a road network of the city.

• Converted data into daily and weekly demand time series and incorporated conversion of time series data into complex networks using distance metrics and also a visibility graph.

• Analyzed networks using global/local network descriptors, & community detection algorithms.

• The project features a GUI for visualizing convex hull algorithms using Python & Tkinter.

• Users can explore algorithms like Brute Force, Jarvis' March, Graham Scan, and Divide & Conquer by generating random points.

• A specialized LeftHull algorithm is included for polygon convex hulls.

• These algorithms are implemented from the psuedocode in their original research papers, wherever available.

We classify images of recyclable trash into different categories by using the following:

• Support Vector Machines (SVM): One vs Many

• Convolutional Neural Networks (CNN):

  • Architectures: VGG10, VGG13, VGG16, ResNet34

  • Hyperparameters: Pooling, Batch Normalization, Depth, Data Augmentation

in The Journal Of Economic Surveys

Employed an unsupervised Machine Learning Bayesian Model, the Structural Topic Model, to analyze financial journals.

in the 2nd International Conference on Trends in Electronics and Informatics, published by IEEE

Developed an Arduino project integrating ultrasonic sound sensors and a gyroscope onto a glove, accompanied by custom code aimed at enhancing navigation for individuals with visual impairments.

in the 2017 International Conference on Intelligent Sustainable Systems, published by IEEE

Created an Android application designed to issue natural disaster warnings and guide users to the closest warehouse, factoring in considerations such as distance, capacity, and other relevant metrics.

in the 2017 2nd International Conference on Communication and Electronics Systems, published by IEEE

This project entails the development of a web application aimed at modernizing and optimizing record management processes in colleges and universities. By digitizing these tasks, it effectively lessens the administrative burden. The application encompasses features such as an online paper-checking module, attendance tracking, and a digital notice board, all of which contribute to enhanced efficiency in academic operations.