Generative Image AI
Neural Style Studio: Custom SD 1.5 LoRA Engine
Applies the selected art movement to uploaded images using lightweight LoRA adapters trained for Cubism, Post-Impressionism, and Ukiyo-e.
PythonPyTorchDiffusersLoRAFastAPI
AI and Data Portfolio
MOHAMMED DARRIGE
⚡ Deep Learning Intern (July 13 – August 11, 2026)
3rd-year Artificial Intelligence and Data Engineering student at Fırat University. Focused on architecting production-ready AI systems, automated NLP pipelines, and practical tools that make complex models truly usable.
Location
Fırat University, Turkey
Tech Stack
Python, Scikit-learn, PyTorch, TensorFlow, FastAPI, NLP, Image Processing
Currently Learning
RAG, NLP, image processing, and practical AI products
Profile
About
Specializing in transforming cutting-edge deep learning models into practical, automated software systems. Focused on building usable, production-ready NLP and RAG pipelines that solve real-world problems.
ML/DL Foundation
Solid grounding in core machine learning and deep learning architectures. Emphasizing rigorous experimentation, robust model evaluation, and high-performance inference pipelines.
Current Areas
Engineering end-to-end AI workflows that transform isolated experiments into fully automated, usable software systems. Focus areas include advanced NLP, computer vision, and scalable RAG architectures.
Engineering Philosophy
Static notebooks don't ship. I build end-to-end AI systems—from training and fine-tuning to deploying clean API endpoints and functional UIs that deliver real user value.
Work
Selected Projects
Probabilistic Deduction Engine
Neural Akinator: Dynamic Constraint & Decision Engine
A noise-tolerant Bayesian deduction engine that selects atomic questions through expected information gain across a curated 115-animal knowledge base.
Next.jsTypeScriptBayesian InferenceShannon EntropyInformation Gain
Natural Language Processing & RAG Systems
Enterprise-Grade Turkish NLU + RAG Pipeline
Production-ready system featuring two-stage intent classification and ChromaDB vector routing for high-accuracy Turkish customer NLU.
Turkish NLPIntent ClassificationRAGChromaDB
In Progress
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