Directory to my GitHub

Find out what is where

you may wish to view this README.md as a website

• Directory to my GitHub
• Educational Background and Professional Interests
• Personal Projects - recent:
  • Deep learning
  • Notes
• Personal Projects - Past:
  • The “MNIST” of Brain Digits
  • openCV object detection
  • SFU Robotics Club
  • Web Development
  • Android
• Classes

Educational Background and Professional Interests

• My website
• Resume

I am a 4th year Cognitive science major at Simon Fraser University, with a background in data science (which includes machine learning) for cyber-security and finance. This skill set is bolstered with natural lanaguge processing & data mining– as they are often necessities. I am also familiar reverse engineering APIs like that of WealthSimple, my stock broker. President of Cognitive Science Student Society (2021-2022), I started as the VP (2019-2020), and chair of the steering committee (2022).

My favorite course was CMPT 419/726: Machine Learning, a reasearch project based (Undergrad & Graduate split) course. I took it at the end of my second year, I received an A

Also interested in general software development, in particular to following topics: Natural Language Processing, Computer Vision, Backend-end web development (Server and APIs), Android, Low level programming, and working with EEG (brain waves) and it’s associated signal processing

Research Interests: Predictive modeling of Human behavior

Personal Projects - recent:

Deep learning

• 📊 Probabilistic learning
• 💻 Cyber security
• 💸 Mathematical Finance
  • Statistical: (ARIMA and Holt winters)
    • More is the ‘ml baselining’ notebook here
• CMPT 419/726: Machine learning - Group project (Time Series Prediction)

Notes

• iPython Notebooks
  • Kaggle competitions, Anomaly Detection, Cyber Security and, Finance
• Notes
  • Summarized books: Python for Data Analysis, ThinkDSP (Digital Signal Processing)

Personal Projects - Past:

Ordered chronologically

The “MNIST” of Brain Digits

• Given the brain signal(s) of 2 seconds each, captured with the stimulus of seeing a digit (from 0 to 9) and thinking about it, determine what the digit is
• Network Intrusion Detection
  • CO-OP project report
• CMPT 318: Cyber Security(R; Machine learning class)
  • Anomaly Detection in household electrical consumption data. Used HMMs
• chromePasswordThieve
  • Decrypt passwords saved in chrome and email them out
• Back door written in python
  • Download, Create, and Delete Files. Execute custom CMD commands
• bandwidth-hog
  • Download a file many times, but do not save the data. Useful for stressing out a network… possibly your own
• keylogger, DLL injection, unExpectedProcessChecker, and Windows registry tools

openCV object detection

All my OpenCV-projects were made over reading break 2019

1. Find an Ali. Used this educational source
   • Facial recognition using a HAAR cascade (Very basic)
2. License Plate OCR
   • Given an image of a License plate, Output all the text found.
   • I failed to process the image in a way such that pyTesseract-OCR will work.

SFU Robotics Club

• I made the website: http://sfuskynet.ca/
  • repo
• Code review for the movement system for Robots (7 in total; same code on all but one)

Web Development

• Stock watch list and simulator
• Online chat
  • Deployed here
• SFU Robotics Club website: http://sfuskynet.ca/
  • repo
• Torrent client in Node.js
  • This is something I’ve been wanting to do since the end of high school. I it found too intimidating. Now that there are better resources online, I took another shoot at it.
  • I learned from examples 1, 2

Android

• 99 names of God
  • Play Store link
• Mental Math Trainer
• iOS style calculator
• Basic GPS App

Classes

• CMPT 459/741: Data Mining (Python)
• PHIL 455w/803: Issues in Modal Logic
• CMPT 413/713: Natural Language Processing (Python - PyTorch)
• CMPT 412: Computer Vision (Python and matlab)
• CMPT 419/720: Robotic Autonomy (Python - PyTorch and ROS)
• CMPT 419/726: Machine Learning (Python - TensorFlow and PyTorch)
• COGS 315: Formal methods
  • Risk-weighted decision theory, sequent calculus (proof theory), meta-logic for proposition, predicate and modal logics
• COGS 300: Modal logics
• CMPT 295: Introduction to Computer Systems(x86 Assembly and C)
• MATH 232: Applied Linear Algebra
• CMPT 318: Cyber Security(R; Machine learning class)
  • Anomaly Detection in household electrical consumption data. Used HMMs
• CMPT 225: Data Structures and Programming (C++)
• MATH 1173: Calculus I with Computer Explorations (Maple)
• CPSC 1181: Object-oriented Computing (Java)
• CPSC 1150: Program Design (Java)
• CPSC 1045: Introduction to Web Programming (JavaScript)
• High school ITC 11/12 (Java)