01Applied AI · Retrieval · Evaluation
Built a document-grounded RAG pipeline at OeNB.
A document-grounded AI workflow that treats retrieval, provenance, evaluation, and refusal as parts of one system.
Open case study Available for Applied AI rolesVienna · EU remote
MOHAMED ALI / APPLIED AI ENGINEER
Applied AI engineer in Vienna.
I build and evaluate retrieval, language, vision, and sequence-model systems—from document AI at OeNB to controlled xLSTM benchmarks.
PROJECTS / 01—06
Selected projects
Applied systems and controlled experiments, with the implementation and evidence kept visible.
02Sequence models · Experimental research
Benchmarked xLSTM, LSTM, and Transformer hybrids.
Controlled experiments on hybrid xLSTM, LSTM, and Transformer blocks across associative recall and formal-language tasks.
Open case study03Computer vision · Image restoration
Reconstructed missing image regions with a DRLN.
A deep recursive laplacian network reconstructing deliberately damaged regions in grayscale imagery.
Open case study
04Audio ML · Feature fusion
Built a multi-branch bird-sound classifier.
A multi-branch classifier combining Mel, MFCC, and engineered acoustic features for imbalanced bird-species recognition.
Open case study05Visual analytics · Geographic data
Mapped new-coder geography across 91 countries.
A geographic comparison of human development and where new coders live within each country’s urban system.
Open case study06C++ · Neural-network fundamentals
Built a neural network from scratch in C++.
A feed-forward handwritten-digit classifier implemented from scratch in C++, reconstructed for the browser from its verified architecture.
Open case studyPROFILE / CURRENT
From document retrieval to model internals, I care about the part an employer can verify.
At OeNB, I worked across the complete RAG path: document processing, retrieval, language models, evaluation, guardrails, and accessibility.
At JKU, I completed a Bachelor's in Artificial Intelligence and am continuing with a part-time Master's while building deeper experimental work.
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