Nora Alaoui
Machine Learning Engineer & AI Specialist
Experience
Machine Learning & Generative AI Engineer
June 2024 - Present
Prosyn
- •Spearheaded deployment of diffusion models (DDPM) using PyTorch, reducing medical imaging data creation time by 40%
- •Architected StyleGAN-3 and Stable Diffusion models, achieving 30% improvement in image quality
- •Led team to deploy AI imaging solutions, improving training stability by 20%
ML Researcher & Developer
Dec 2021 - Jun 2022
Virginia Tech AIC
- •Developed CNN systems for lung cancer detection with 80% accuracy
- •Optimized medical datasets, improving training efficiency by 30%
Featured Projects
Protein Image Synthesis
Synthetic DICOM/NIfTI generation
Designed advanced diffusion models for protein image synthesis, accelerating drug discovery pipelines.
PyTorchAWSMedical AI
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Autonomous Driving Object Detection
Edge computing implementation
Real-time object detection system deployed on edge devices with optimized GPU acceleration.
TensorFlowEdge AIYOLO
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Brain Tumor Detector
Multi-Modal AI
Developed multimodal AI integrating MRI, text, and clinical data for precise brain tumor detection.
TensorFlowMulti-Modal AIHealthcare
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Stock Prediction based on Sentiment
Stock Prediction Model
Built a sentiment-driven stock prediction system leveraging LSTMs and NLP techniques, integrating financial news and social media data with market trends to improve trading decisions.
LSTMWeb-ScrapingSentiment AnalysisNLU
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