class YassinYasser:
name = "Yassin Yasser"
location = "Cairo, Egypt 🇪🇬"
role = "Machine Learning Engineer"
education = "B.Sc. AI & Machine Learning — Helwan University"
programme = "DEPI Scholar · Microsoft ML Track (Egypt National AI Initiative)"
focus = [
"End-to-end ML pipelines",
"Computer Vision & Medical AI",
"NLP & Keyword Extraction",
"Evolutionary Algorithms",
"Cloud Deployment (Azure · AWS)",
]
currently = "Building things that work in production, not just notebooks."
ask_me = "Anything about ML, deployment, or getting from idea → live API."
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7-class dermatoscopic classifier on 10,015 images (HAM10000). Transfer Learning via ResNet18 & DenseNet121. Targeted >80% melanoma recall using focal loss + WeightedRandomSampler to tackle 30:1 class imbalance. Deployed as a FastAPI endpoint with confidence scores + medical disclaimer.
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Potter & De Jong CCEA framework from scratch on MovieLens 100K (943 users · 1,682 items). 8 full EA components, island model topology, fitness sharing. RMSE ≈ 0.987 validated over 30 runs with Wilcoxon tests (p<0.05). Live Streamlit dashboard with evolution visualisation.
|
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Benchmarked 4 NLP methods (TF-IDF · TF-IDF+KMeans · W2V · W2V+KMeans) on 50 DOJ press releases. TF-IDF Advanced won best F1 + diversity. Full evaluation: Confusion Matrix, Precision@K, Jaccard heatmaps. Live on Streamlit Cloud — no setup needed.
|
Full-stack OCR app on 26-class EMNIST. RandomForest on HOG features hit 94.7% accuracy, outperforming Decision Tree baseline by 12pp. Containerised Flask REST API for real-time predictions via web interface.
|
| Credential | Issuer |
|---|---|
| 🟦 Microsoft Azure AI Essentials Professional Certificate | Microsoft & LinkedIn Learning |
| 🟧 AWS Solutions Architecture Job Simulation | Forage / Amazon Web Services |
| 🐍 Introduction to Predictive Analytics in Python | DataCamp |
| 🤖 AI Foundations: Machine Learning | LinkedIn Learning |
| 🌍 DEPI Scholar — Microsoft ML Track | Digital Egypt Pioneers Initiative |
| 🌍 Community & Data Analytics Volunteer | ALX Africa — Voltra Programme |
Volunteer at ALX Africa — Voltra Programme · Organising AI hackathons & cybersecurity events across Egypt's tech community.
DEPI Scholar · Part of Egypt's national initiative to build the next generation of AI engineers in partnership with Microsoft.
