Language Breakdown
Lines of code distribution across 15 owned repositories
I-Shaped Developer
I-shapedSpecialist — deep expertise in Jupyter Notebook
Collaboration Network
Global Impact visualization
Repos
17
PRs
0
Growth
+18%
Top Collaborators
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Coding Streak
Contribution activity over the past year
Top Repositories
A 3D Jigsaw Puzzle made using Unity's editor and the 3D software Blender
A comprehensive journey from foundational Network Science and node embeddings (DeepWalk, Node2Vec) to modern GNNs (GCN, GAT), including practical guides on building Knowledge Graphs with NetworkX and RDF/SPARQL.
A custom trained YOLOv8 Classification model that aims to help increase the efficiency of assessing severity of vehicle damage.
A practical exploration of Interpretable Machine Learning (XAI) with Python. This repository features Jupyter notebooks covering SHAP, LIME, Anchors, Counterfactuals, Grad-CAM, and more, applied to models from Linear Regression to Convolutional Neural Networks (CNNs).
Implementation of a high-speed image similarity search system using deep learning for feature extraction (ViT) and FAISS for efficient approximate nearest neighbor search.
A collection of hands-on projects in Time Series Analysis and Forecasting with Python. Implements models from baselines to SARIMAX using statsmodels and statsforecast.
A collection of from-scratch PyTorch implementations of Machine Learning Models, including a foundational GPT and key architectural components of Llama 3.
A comprehensive portfolio of Reinforcement Learning projects, featuring from-scratch implementations of DQN, Actor-Critic, and more, alongside practical applications of the Gymnasium library.
Open Source Impact
Contributions to external projects
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