Blog & Experiences
Blog
Competitions, research experiences and lessons learned.
Competition2024·8 min read
Teknofest Oncology — IDH Mutation Detection Journey
My journey building a non-invasive IDH mutation detection system from diffuse glioma MRI scans, challenges faced, and lessons learned.
RadiomicsMRIMLTeknofest
Read More →Research2024·10 min read
TÜBİTAK 2209-A: Brain MRI Tumor Classification Research
Details of a multi-class CNN-based brain tumor classification project funded by TÜBİTAK undergraduate research grant.
TÜBİTAKCNNTensorFlowResearch
Read More →Academic Publication2024·12 min read
Micro-Seismic Pattern Detection with Deep Learning and LLM Integration
Summary of my academic work on integrating deep learning and large language models for an early warning system in the construction sector.
Deep LearningLLMSeismicResearchGate
Read More →Academic Publication2024·9 min read
The Impact of Generative AI and LLMs on Digital Media
A comprehensive analysis of generative AI applications in digital media and the transformative role of large language models.
Generative AILLMNLPDigital Media
Read More →Open Source2024·7 min read
bt-flow: Deploying ML Models to Production in One Line
Why and how I built bt-flow, an open source Python library that automatically converts scikit-learn models to REST APIs.
PythonFastAPIMLOpsOpen Source
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