Kibzar Marketplace App
A production-ready cross-platform marketplace application with real users, built using Flutter and Firebase for iOS and Android.
Flutter · Firebase · iOS · Android · Production
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Amer Saad
Software Engineer
Software Engineer focused on building production-ready mobile apps and applied machine learning systems.
ABOUT
About me
I’m a Software Engineer and recent Master’s graduate in Electrical & Computer Engineering, focused on building practical, real-world systems.
I’ve worked across mobile applications, machine learning, and systems-level engineering — from deploying a cross-platform marketplace app to training deep learning models under noisy real-world data.
I enjoy building clean, structured solutions, designing reliable systems, and turning ideas into software that people actually use.
STACK
Technologies I use
Machine Learning / CV
- Python
- PyTorch
- OpenCV
- NumPy
- Pandas
Systems
- C++
- Linux
Mobile / App
- Flutter
- Firebase
- Android
- iOS
Tools
- Git
- Linux
- Agile/Scrum
WORK
Projects
Hybrid Deep Learning for Noisy Label Classification
An applied machine learning system for image classification under noisy real-world labels, using contrastive pretraining and robust learning strategies.
PyTorch · Computer Vision · Contrastive Learning · Robust Learning
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Packet Scheduling & Traffic Flow Analysis
A C++ simulation framework for analyzing packet scheduling policies and network traffic behavior.
C++ · Discrete-Event Simulation · Networking
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Smart Home Energy Management System (Agile)
A team-built system prototype focused on clean architecture, Agile workflows, and maintainable Python services.
Python · Agile · Architecture
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EXPERIENCE
Work Experience
Lakehead University
Sep 2024 – Jan 2026
Graduate Research & Applied Engineering Experience
Thunder Bay, ON
- Designed and evaluated software pipelines for data-driven systems under imperfect and noisy inputs, emphasizing robustness and fair experimental comparison.
- Built reproducible training and evaluation workflows, conducted controlled experiments, and analyzed performance trade-offs across alternative system designs.
- Developed a C/C++ discrete-event network simulation to evaluate packet scheduling behavior under congestion, measuring latency, utilization, and fairness.
- Collaborated in an Agile team environment on distributed systems, contributing to system architecture, evaluation, and technical documentation.
Al Rowad Series Contracting
Aug 2022 – Oct 2022
IT Assistant (Intern)
Istanbul, Turkey
- Supported the migration of operational project data from legacy Excel-based workflows into a structured SQL-backed system, improving data consistency and accessibility.
- Performed data cleaning, validation, and integrity checks to ensure accuracy during migration and reduce downstream system errors.
- Assisted in organizing relational data schemas and verifying mappings between source spreadsheets and database tables.
- Collaborated with technical staff to troubleshoot data inconsistencies and support internal reporting workflows.
- Documented data migration steps and data handling procedures to support future system maintenance.
Get in touch
CONTACT
Let’s talk
Want to build something together, or just say hi? Send a message and I’ll get back to you. Interested in software engineering roles and collaborative engineering teams.
Or reach me directly