Harmeet Kaur

I am Harmeet Kaur

Delivered $3.5M annual operational savings at Bell Canada through intelligent automation

Name: Harmeet Kaur

Profile: Full stack developer

Degree: Computer and Network Engineering (Honors)

Co-op: 3 work terms (1 year)

Email: harmeetkang17@gmail.com

Phone: (905) 302-7470

About me

With over 5 years of experience in software development, I specialize in building scalable Python applications, intelligent automation workflows, and machine learning pipelines. My work at Bell Canada resulted in $3.5M+ operational savings through innovative automation solutions.

I'm passionate about leveraging technology to solve complex problems, from designing RESTful APIs and cloud-native applications to implementing cutting-edge ML models. Currently, I also share my knowledge as an ML Bootcamp Instructor, teaching the next generation of developers.

My approach combines technical excellence with a deep understanding of business needs, ensuring that every solution I build delivers real value.

Skills & Expertise

Languages & Frameworks

Python Flask Django JavaScript FastAPI SQL HTML/CSS Java

ML & AI

TensorFlow PyTorch Scikit-learn NLP CNN RNN LLMs AI Agents

Cloud & DevOps

GCP Openshift Docker Kubernetes CI/CD Jenkins GitLab Podman

Databases

PostgreSQL MySQL MongoDB SQLite SQLAlchemy SSIS ETL Airflow

Automation & RPA

Pyautogui Selenium SAP Scripting UiPath Power Automate Zapier

Soft Skills

Leadership Mentoring Communication Problem Solving Agile Scrum

Experience

A track record of delivering impactful solutions across software development, automation, and machine learning

Professional Experience

Software Developer ||

Jan 2022 - Nov 2025

Bell Canada, Mississuaga, ON

  • Built and deployed Python/Flask applications and automation pipelines, improving operational efficiency and reliability
  • Automated 100,000+ network closures using Python and SAP scripting, achieving $3.5M annual savings; recognized with Bell Canada Innovation Award
  • Led SDLC security and deployment enhancements using HashiCorp Vault, Terraform, GitHub Actions, container-based delivery, and CI/CD pipelines.
  • Designed scalable APIs and microservices to support high-performance applications

Machine Learning and AI Instructor

Feb 2025 - Present

RoboGarden, Remote, ONden

  • Teaching machine learning, AI agents, and deep learning concepts to aspiring developers
  • Developing comprehensive curriculum covering ML fundamentals, CNN, ANN, RNN, NLP, and LLMs
  • Creating hands-on projects for real-world ML applications



Peer Mentor

Jan 2021 - April 2021

Sheridan College, Brampton, ON

  • Provided vital academic and personal support to new students, significantly improving their transition and success in college life and studies
  • Represented the Software Development and Network Engineering (SDNE) program at orientations for over 500 students, enhancing program visibility and engagement
  • Created a welcoming, inclusive environment that empowered peers to build confidence and effectively utilize campus resources, contributing to higher student satisfaction
  • Achieved 95% satisfaction rate from mentee feedback

ETL QA Analyst and Software Developer (Co-op)

Jan 2020 - Aug 2021

Teranet Inc., Mississuaga, ON

  • Optimized ETL workflows, reducing data errors by 20% and improving large-scale data migration efficiency
  • Applied expertise in SSIS, T-SQL, and SQL Server to develop robust data integration solutions, adhering to best practices and enhancing data reliability
  • Conducted thorough quality assurance testing on ETL processes, ensuring data integrity and compliance, which reduced errors and improved performance

Expertize In

Comprehensive solutions, from development to deployment.

Software Development
Building scalable, maintainable applications with modern technologies and best practices

  • Python & Flask Applications
  • RESTful API Design
  • Microservices Architecture
  • Database Design & Optimization
  • Cloud-Native Development

Automation and RPA
Streamlining business processes through intelligent automation solutions

  • Workflow Automation
  • Pyautogui & Selenium Scripts
  • SAP Scripting & Integration
  • CI/CD Pipeline Setup
  • Process Optimization

ML and AI solutions
Implementing machine learning models and AI solutions for real-world problems

  • Deep Learning (CNN, RNN, ANN)
  • Natural Language Processing
  • LLM Integration & Fine-tuning
  • AI Agent Development
  • Model Training & Deployment
5+

Experience

50+

Projects

3.5M

Annual Cost Savings

2

Innovation Awards

Portfolio

A selection of projects showcasing my expertise in software development, ML, and automation

  • All
  • Web App
  • RPA
  • ML
  • Android

Network Closing Dashboard

Real-time network monitoring dashboard providing visibility into network health and performance metrics - Bell Canada


    Python- Flask- PostgreSQL-Docker

Network Closing RPA

Developed an RPA solution using SAP scripting to automate the complex network-closing process, saving over $3.5M annually across 100,000+ closures and earning the Innovation & Excellence Award - Bell Canada


    Python- SAP scripting- Javascript-Docker

ML Item Scanner

Developed an Android app that performs real-time item scanning using on-device camera processing powered by PyTorch ML models - Bell Geekfest Hackathon


    Pytorch- Android Studio- Firebase-React

TOIL

A fitness app featuring gamified workouts, friendly challenges, workout video recording, and in-app chat to boost user engagement. Ranked 4th in capstone projects - Sheridan Collge


    Flutter- Dart- Firebase-C#-Android Studio

AI Email Agent

Built an intelligent email-drafting agent to automatically generate responses to customer inquiries, significantly reducing manual workload and boosting efficiency - Personal Project


    Zaplier- LLM- AI agents-Automation

Sentimental Analysis on Customer Reviews

Performed sentiment analysis on customer reviews to classify feedback as positive or negative - Personal Project


    TD-IDF- Vectorization- NLP-Python

Custom Work Recovery

A revenue-collection platform to track customer payments, manage signed forms, and streamline end-to-end revenue collection process - Bell Canada


    Python- Flask- Impala-Hadoop-Openstack

Sequence Construction RPA

Developed multiple RPAs to automate the end-to-end Sequence Construction process, streamlining file extraction, data loading, PO approval, and PO creation, saving 1,920 operational hours annually- Bell Canada


    Python- SAP scripting- Javascript-Docker

Access Tracker

Developed the Access Tracker, an application that monitors the status of Access networks by searching addresses in the database and logging communication methods and follow-ups with vendors - Bell Canada


    Python- Flask- PostgreSQL-Openshift

Network Creation RPA

Built an RPA solution that automated multi-region network creation processes, reducing manual workload and optimizing resource usage, saving 15 minutes per network - Bell Canada


    Python- SAP scripting- Javascript-Docker

Task Manager

Built a task management web application using Python and Flask to create, update, and track tasks, and successfully deployed it on Render - Personal Project


    Python- Flask- PostgreSQL-Render

Material Ordering RPA

Developed an end-to-end RPA to automate the material ordering process, saving significant working hours and resources; recognized with the Innovation & Excellence Award - Bell Canada


    Python- SAP scripting- Javascript-Docker

Volunteer & Community Engagement

Contributed to the tech community through speaking, mentoring, and event hosting

1. Bell Ambassador: Supported recruitment events by answering questions from new graduates and promoting new grad program

2. Speaker: Delivered motivational talks at Bell’s Grad Meet, inspiring incoming hires

3. MC: Served as MC for Bell’s Geekfest Hackathon, driving event engagement

4. Interviewer: Conducted interviews for new graduates and interns