Skip to content
View riyasoy's full-sized avatar
🛹
Building skills one commit at a time.
🛹
Building skills one commit at a time.
5 followers · 2 following

Block or report riyasoy

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
riyasoy/README.md

Hi, I'm Riya 👋

Mechatronics Engineer exploring Computer Vision, Explainable AI, and AI for Intelligent Infrastructure.

Research Interests

• Computer Vision • Explainable AI (XAI) • Intelligent Transportation Systems • AI Governance • Responsible AI • Edge AI

Current Focus

• Explainable Road Damage Detection using YOLOv8 + Grad-CAM • AI Governance in Public Systems • AI Security Research

Currently Learning

• PyTorch • OpenCV • YOLO • SQL • Deep Learning

Goals

• Build research-oriented AI projects • Publish high-quality technical portfolios • Pursue graduate research in Japan

Pinned Loading

  1. Explainable-Road-Damage-Detection Explainable-Road-Damage-Detection Public

    YOLOv8 Nano + EigenCAM for interpretable road damage detection in intelligent transportation systems.

    Jupyter Notebook

  2. ai-governance-public-systems ai-governance-public-systems Public

    Research-oriented project exploring AI governance, public systems, and responsible technology.

  3. Fake-News-Detector Fake-News-Detector Public

    This is an advanced python project , a model that accurately classify a piece of news is REAL or FAKE.

    Python

  4. ai-cybersecurity-research ai-cybersecurity-research Public

    Research project exploring AI in Cybersecurity, threat detection, SOC operations, Zero Trust, NIST CSF, adversarial AI, data poisoning, and model drift.

  5. ai-governance-public-systems-framework ai-governance-public-systems-framework Public

    Research project exploring responsible AI adoption in public systems through governance frameworks, risk assessment, and policy analysis.