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Achievements

Achievement: YOLOAchievement: Pull Sharkx3Achievement: Quickdraw

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Organizations

@Rue-s-Productions @cmg-yorku @Digital-Placemaking @Rue-Productions-website

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nina2dv/README.md

Hi, I'm Nina 👋

Computer Science student @ York University · 18x startup intern · 4x research assistant

Currently doing research in conceptual modeling and human evaluation.

Current Projects

Consensus Network Simulation Suite  —  Tools for modeling and simulating blockchain consensus protocols
cnsim-engine
Core simulation engine for consensus network modeling. 		cnsim-bitcoin
Bitcoin-specific consensus protocol implementation. 		cnsim-tools
CNSim log analysis
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Past Projects & Contributions

DermaVision

RBC Let's SOLVE It

Mixed CNN + MLP model for skin lesion malignancy prediction (85% accuracy) with custom OpenCV segmentation masks.

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MIMIC-III Mortality Analysis

EDA and time-series analysis on 60,000+ ICU patients. STL decomposition for anomaly detection and Cramér's V for medication effect analysis.

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Perfect Pantry

Scrum-built CRUD app tracking inventory expiration dates to reduce food waste. Calendar view, sorting, filtering, and full JUnit coverage.

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OctoCare

CTRL+HACK+DEL 2024

First-aid learning app with functional learning modules.

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Airbnb Rental Activity Analysis

City-level Airbnb supply analysis merging demographic, economic, and Zillow datasets. Rental-capacity KPI and geospatial visualizations.

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FloraExplorer

Streamlit app that identifies plants from photos and checks if they are native to regions of North America.

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Fallen

Unity typing game with gravity-based mechanics - words fall and must be typed before they hit the ground.

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xml-validation

Tooling for validating XML against XSD schemas and Schematron rules.

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dtx2X

iStarDT-X XML deserializer

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ElleHacks 2026 Website

Hackathon website contribution - implemented Figma designs for the FAQ and Contact Us sections.

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Tech Stack

Languages: Python · Java · C · Bash · SQL · R

Research

Lab Role Period
Conceptual Modeling Group Software Eng. Research Assistant 2024 - Present
EASE Lab SRE DevOps Research Assistant 2026 - Present
HARIN Lab NLP Research Assistant 2026 - Present
Refugee Law Lab Data Scientist 2023 - 2024

Publications

  • Liaskos, S., Dang, N., Khan, S. M., Mylopoulos, J., Golipour, R., & Radjou, A. (2026). Designing and generating reinforcement learning training simulators using goal models. Data & Knowledge Engineering, 102603. https://doi.org/10.1016/j.datak.2026.102603

Pinned Loading

  1. DermaVision DermaVision Public

    RBC Borealis - Let’s SOLVE it

    Jupyter Notebook 3

  2. EECS2311/Perfect-Pantry EECS2311/Perfect-Pantry Public

    Java 4 1

  3. Math2130/MIMIC-III-Mortality-Analysis Math2130/MIMIC-III-Mortality-Analysis Public

    Jupyter Notebook

  4. cmg-york/cnsim-engine cmg-york/cnsim-engine Public

    Java 2 1

  5. xml-validation xml-validation Public

    Validate XML against XSD and Schematron

    XSLT 1

  6. Airbnb-rental-investigation Airbnb-rental-investigation Public

    Jupyter Notebook