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SamriddhaPathak/readme.md

Samriddha Pathak

AI Researcher · ML Instructor · Computer Vision · Knowledge Representation · Dharan, Nepal 🇳🇵

Email · LinkedIn · ORCID · Google Scholar · ResearchGate

Research-oriented AI practitioner working on ML, deep learning, computer vision, and algorithmic optimization. B.Sc. CSIT student at Central Campus of Technology. Currently interning at CAIR Nepal on misinformation detection using Knowledge Graphs, Graph Neural Networks & Explainable AI. ML Instructor at Digital Pathshala.

📄 Publications

  • "Beyond Pixels: The Mathematical Legacy of Classical Face Recognition" — SSRN, Zenodo
  • "Dynamic Obstacle-Aware Largest Empty Circle" — INJET, Dec 2025 (peer-reviewed) · 52% faster than O(n²) baseline

🛠️ Stack

Python PyTorch OpenCV NumPy Pandas Django FastAPI C/C++ SQL LaTeX

samriddhapathak

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  1. Algorithmic_Advancements_in_the_Largest_Empty_Circle_Problem Algorithmic_Advancements_in_the_Largest_Empty_Circle_Problem Public

    This project implements an interactive visualization and computation of the Largest Empty Circle (LEC) with dynamic obstacles using Voronoi diagrams.

    Python 3 1

  2. DiaVoc DiaVoc Public

    A machine learning system for predicting diabetes risk from voice recordings using federated learning and advanced audio feature extraction.

    Python

  3. social-network-gnn-analysis social-network-gnn-analysis Public

    Advanced Social Network Analysis using Graph Neural Networks (GCN, GAT, GraphSAGE). A unified framework with real-world datasets, fairness evaluation, graph-specific metrics, and an interactive vis…

    Python 1 2

  4. eudemia eudemia Public

    Forked from rasum13/eudemia

    A gamified learning webapp that gamifies education. With points, leaderboards, challenges, and progress tracking for students, teachers, and parents.

    CSS

  5. Twittus_Extractorium Twittus_Extractorium Public

    A robust, ethical web scraping tool for collecting public Twitter/X data for academic research and data analysis purposes. Built with Playwright for reliable browser automation and designed with re…

    Python

  6. Ontologies Ontologies Public

    This repository contains ontologies for data and knowledge systems

    Cypher