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samjunior_b

Sam B

@samjunior_b

FullStack Developer

Belgium
English, French
About me
I am an Engineering Technology student specializing in Data & AI. unlike standard data entry clerks, I use Python, SQL, and Looker Studio to build automated data pipelines and professional dashboards. I don't just clean your data; I engineer it to drive business decisions. Certified by IBM in Data Visualization.... Read more

Skills

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samjunior_b
Sam B
Offline • 

See my services

Automations
I will clean, validate, and organize your data using python
From$20 / projectMore details

Work experience

Software developer Intern

ETS.ANNENG • Full-time

Jul 2025 - Sep 2025 • 2 mos

As an intern, I designed and delivered a full-stack Image Recognition application for product identification, integrating cutting-edge deep learning with a cross-platform deployment environment. This project spanned the entire development lifecycle, from data preparation to complex system integration. Core Technical Contributions: Deep Learning Pipeline: Implemented and tested advanced object detection models (YOLOv8 and YOLOv11). MLOps Tools: Utilized Roboflow for image labeling and managed computationally intensive model training on Google Colab after evaluating multiple training platforms. Integrated Architecture: Established a robust communication flow: Python managed the real-time interaction with the YOLO models. C# served as the core backend for API services, business logic, and database operations. Frontend & Deployment: Built the dynamic user interface using React (developed within Microsoft Visual Studio). Networking & Testing: Employed Ngrok to efficiently manage secure package transfer and communication between the frontend, C# backend, and the Python model inference layer during development and testing.