# Predrag Muratovic

> Software Engineer II @ Raptive | EngSci MI @ UofT

Location: New York City Metropolitan Area, United States
Profile: https://flows.cv/predrag

Software Engineer with 2 years of full stack web development experience specializing in Python, Flask, Express, React, and PostgreSQL. Passionate about further growth in software development.

## Work Experience
### Software Engineer II @ Raptive
Jan 2025 – Present | New York, New York, United States

### Software Engineer @ Raptive
Jan 2023 – Jan 2025 | New York, New York, United States
Performance & Experience Team

### Machine Learning Developer @ Centre for Management of Technology & Entrepreneurship
Jan 2022 – Jan 2023 | Toronto, Ontario, Canada
Led the design and development of novel privacy-preserving machine learning solutions in collaboration with a top financial institution as part of an undergraduate thesis.

Outperformed tranditionally trained model by 6.5% using primary performance metrics in a public competition.

Publishing our unique solution, leveraging the open-source platform Flower and PyTorch to implement a Split NeuralNetwork for classification.

Conducted data analysis on public large-scale customer transaction data using Pandas, while transforming and storing datain a PostgreSQL database.

### Machine Learning Engineer @ Perimeter Medical Imaging AI
Jan 2022 – Jan 2022 | Toronto, Ontario, Canada
Designed and implemented two deep neural network architectures, DnCNN and UNet, for removing noise frommedical imaging scans using PyTorch.

Analyzed the characteristics of the noise distribution in the internal dataset and used this analysis to augment thedataset, resulting in a 35-fold increase in size.

Trained the models and achieved a 9.7% and 11.8% increase in mean signal-to-noise ratio for the DnCNN and UNetmodels, respectively, without loss of tissue structure.

### Software Engineer - Site Reliability @ Loblaw Companies Limited
Jan 2021 – Jan 2022 | Toronto, Ontario, Canada
Optimized deployment of applications to 1000+ stores by 30% by developing a web app to simply confi gure deployments,using Python/Flask, JavaScript, HTML, and PostgreSQL.

Developed a Flask API that effi ciently manages client requests, enabling the creation and modification of deployment information stored in a PostgreSQL database.

Integrated and managed user authentication to ensure secure access to sensitive deployment information.

Reduced time spent coding by 30% by completely automatating Terraform configuration code for provisioning cloud resources.

Designed and developed GitLab CI/CD pipelines, leveraging Docker and Kubernetes, to deploy containerize microserviceson a GKE cluster.

Led bi-weekly Scrum meetings for a team of 15 people, using Jira for ticket management.

### Server & Supervisor @ The Grand Olympia Hospitality & Convention Centre
Jan 2016 – Jan 2019 | Hamilton, Ontario, Canada
- Used my strong commitment and leadership skills to obtain Senior Staff and Supervisor positions
- Delegated a customer service team of 5-7 members with focus on completion of individual tasks,
while simultaneously ensuring that the team’s overall objectives were met/exceeded
- Coordinated between customer service and logistic departments to ensure proper communication,
professionalism, and service for patrons.


## Education
### Bachelor of Engineering - BE in Engineering Science - Machine Intelligence
University of Toronto

### Orchard Park Secondary School


## Contact & Social
- LinkedIn: https://linkedin.com/in/predrag-muratovic-32282a19a

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Source: https://flows.cv/predrag
JSON Resume: https://flows.cv/predrag/resume.json
Last updated: 2026-04-13