Chelsie's Memoji

Hello, I'm Chelsie, a software developer with 3+ years of experience focused on clean code and scalability. My work is fueled by problem-solving and continuous learning.

About me

My journey kicked off at Concordia University, where I dove deep into Computer Science, graduating with distinction. It wasn't just about the lectures; I was hands-on, balancing between co-op positions that took me from quality assurance at Matrox to
full-stack development at Intact. I even explored the world of neuroscience and deep learning research at Concordia University. You'll now find me building and optimizing as a
Software Developer at SAP, where I'm constantly determined to make code cleaner, processes faster, and teamwork smoother.

But who am I beyond the code and tech?
I find my rhythm through dance, the gym and flexibility training. I thrive on learning, teaching myself new dances, and enhancing my strength, and flexibility. This balance between the technical and the artistic fuels my creativity and drive, both in and out of the workplace.

My experience

My projects

Fuzzy FastSurfer

A study on the stability of FastSurfer involved adding perturbations with Fuzzy, resulting in zero variability.

  • Python
  • FastSurfer CNN
  • Fuzzy
  • Docker
  • Google Colab

InstaSpot

A travel recommendation system based on Instagram posts using content-based and collaborative filtering, achieving a 0.0187 root mean square error.

  • Python
  • PySpark
  • Jupyter Notebook

BitByteBeat

A music genre classification bot that uses CNN and RNN maching learning models to identify the genre of music from a YouTube video link.

  • Python
  • TensorFlow
  • Keras
  • Jupyter Notebook

Pneumonia Study

A study on the Pneumonia MNIST Dataset using small sample learning techniques, both with and without external data, using just 10 sample data points.

  • Python
  • PyTorch
  • Google Colab

Anime Search

A search engine for Animes, includes a cross-searching feature to refine search queries.

  • Python
  • Flask
  • Vue
  • Bootstrap5
  • Elasticsearch

CleverICE

A web app to automate the insurance claim process for the best customer satisfaction by automatically extracting relevant fields from a claim letter.

  • Angular
  • Python Flask
  • OpenAI
  • Google Vision OCR

Best Before

A web app to track the expiry dates of products by receiving emails about upcoming expiries.

  • Python
  • Flask
  • Vue
  • Google Vision AI
  • OpenCV
  • Barcode Lookup API

Eternity

A scientific web app calculator featuring custom mathematical functions and constants, dark mode, tooltips, and a history-saving answer button.

  • Python
  • Django
  • Vue
  • UIKit
  • JQuery

My Skills

Contact me

Please contact me directly at hey@chelsieng.me or through this form.