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ismael-ai-hub/README.md

About Me

Graduate student in Computer Science building practical projects in backend development, cloud/DevOps, cybersecurity, and AI-assisted security systems.

My work focuses on connecting software engineering and security through projects involving REST APIs, Docker, CI/CD, AWS, anomaly detection, RAG systems, risk analysis, and system observability.

I am currently seeking internship opportunities in:

  • Backend Development
  • Software Development
  • Cloud Engineering
  • DevOps / Platform Engineering
  • Cybersecurity
  • Application Security
  • AI / Data / Security Automation

Current focus

  • Backend development with Python, FastAPI, REST APIs, testing, and Docker
  • Cloud and DevOps practices with AWS, CI/CD, GitHub Actions, and monitoring
  • Cybersecurity projects involving anomaly detection, operational security, and risk assessment
  • AI-assisted systems, including RAG-based knowledge assistants
  • Critical infrastructure and ICS/OT security

Featured Projects

Online Gaming Events Backend API

Backend API prototype for managing simulated online gaming sessions and events.

Tech stack: Python, FastAPI, Docker, Pytest, GitHub Actions
Focus: REST APIs, backend development, testing, CI/CD, anomaly detection, observability

View project on GitHub

AWS Anomaly Detection

Cloud security project for detecting suspicious AWS activity using CloudTrail logs, Python, and anomaly detection techniques.

Tech stack: Python, AWS CloudTrail, logs, anomaly detection
Focus: cloud security, security monitoring, anomaly detection, cybersecurity

View project on GitHub

AI Knowledge Assistant RAG

RAG-based AI assistant for retrieving and answering questions from structured knowledge sources.

Tech stack: Python, embeddings, vector search, LLM/RAG
Focus: AI, knowledge retrieval, automation, intelligent assistants

View project on GitHub

SecureBank Operational Security Lab

Cybersecurity lab simulating operational security monitoring, incident analysis, and risk-based controls for a banking environment.

Focus: cybersecurity, SOC concepts, incident response, operational risk, security controls

View project on GitHub

ICS Cybersecurity Risk Assessment

Risk assessment project focused on ICS/OT environments, critical infrastructure security, and IEC 62443 concepts.

Focus: ICS/OT security, IEC 62443, NIST, risk analysis, critical infrastructure

View project on GitHub

Pinned Loading

  1. online-gaming-events-backend-api online-gaming-events-backend-api Public

    FastAPI backend prototype for online gaming events with REST APIs, Docker, Pytest, GitHub Actions, and basic anomaly detection.

    Python

  2. aws-anomaly-detection aws-anomaly-detection Public

    Cloud security project for detecting suspicious AWS activity using CloudTrail logs, Python, and anomaly detection techniques.

    Python

  3. ai-knowledge-assistant-rag ai-knowledge-assistant-rag Public

    RAG-based AI assistant for retrieving and answering questions from structured knowledge sources.

    Python

  4. securebank-operational-security-lab securebank-operational-security-lab Public

    Cybersecurity lab simulating operational security monitoring, incident analysis, and risk-based controls for a banking environment.

    Python

  5. ics-cybersecurity-risk-assessment ics-cybersecurity-risk-assessment Public

    Risk assessment project focused on ICS/OT environments, critical infrastructure security, and IEC 62443 concepts.

  6. ismael-ai-hub ismael-ai-hub Public

    GitHub profile portfolio showcasing projects in backend, cloud/DevOps, cybersecurity, AI, and ICS/OT security.