Language Breakdown
Lines of code distribution across 18 owned repositories
I-Shaped Developer
I-shapedSpecialist — deep expertise in Jupyter Notebook
Collaboration Network
Global Impact visualization
Repos
24
PRs
0
Growth
+18%
Top Collaborators
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Coding Streak
Contribution activity over the past year
Berna UZUNOĞLU
@BernaUzunoglu
Glenn Jocher
@glenn-jocher
Lex Fridman
@lexfridman
Sebastian Ruder
@sebastianruder
Andrej
@karpathy
Top Repositories
Audio noise reduction using STFT-based spectral processing. Implements adaptive Wiener filtering, spectral subtraction, multi-band filtering, and electrical hum suppression.
PostgreSQL queries from intermediate to advanced: window functions, CTEs, moving averages, trend analysis, pivot tables, and temporal analytics using Northwind database.
Predicts repeat purchase behavior using Random Forest with sophisticated feature engineering: RFM metrics, seasonal patterns, categorical feature crosses, and price×quantity interactions. Implements nested cross-validation, Lasso feature selection, and comprehensive evaluation.
Predicts customer behavior using deep learning. Three models: order forecasting, return risk assessment, and product recommendations. Built with TensorFlow + FastAPI on Northwind database. Features SHAP interpretability, SMOTE balancing, and REST API deployment.
Bachelor's thesis prototype: Hierarchical multi-agent system with A2A protocol for institutional automation. Intelligent routing, dependency resolution, async processing, RAG (ChromaDB), LLM, and Turkish NLP support.
K-Means clustering algorithm implementation from scratch with comprehensive analysis on Wine and Iris datasets. Includes normalization impact on clustering performance, optimal cluster number detection using Elbow-Silhouette methods, performance evaluation with ARI and NMI metrics, and comparative result analysis.
Audio classification project using machine learning on UrbanSound8K dataset with Random Forest and Mel-Spectrogram features.
Turing machine simulator for PIN authentication - Automata Theory final project.
Report template of DBMS Bachelor Laboratory
Open Source Impact
Contributions to external projects
