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Marium Kumail Raza, AI Systems Architect & Multi-Agent Developer

Marium Kumail Raza

AI Systems Architect & Multi-Agent Developer·Freelance / Hackathon

Pakistan

Bachelor's degree, Teacher Education

Work experience

Total years of experience: 6 years, 5 months

AI Systems Architect & Multi-Agent Developer

January 2025 - Present

Freelance / Hackathon

Karachi, Pakistan •Remote

January 2025 - Present

National-Scale AI Orchestrator: Designed and built CIRO, an autonomous crisis response
orchestrator for Pakistan utilizing a custom 7-agent multi-agent architecture.
• Resource Optimization: Implemented Knapsack-based constrained resource optimization to
prevent double-booking of municipal assets during concurrent crises.
• Full-Stack Development: Engineered the entire system from a FastAPI backend to a React
Native mobile client and React web dashboard with real-time WebSocket updates.
• Resilience Engineering: Built a chaos engineering validation framework that successfully
tested 30 concurrent simulated crises, ensuring high system reliability.
Company industry:
IT Services

Data & BI Professional

January 2022 - Present

Independent Consultant

Karachi, Pakistan •Remote

January 2022 - Present

• Business Intelligence:Designed and developed comprehensive Power BI dashboards and
analytics reports, transforming raw data into actionable business narratives.
• AI Applications: Built AI-powered chatbots and interactive data visualization web apps using
Python, Streamlit, and SQL.
• Data Systems Management: Architected structured data systems integrating SQL databases,
Excel, and cloud infrastructure.
Company industry:
IT Services

Content Strategist & Data Professional

January 2020 - Present

Independent Consultant

Karachi, Pakistan •Remote

January 2020 - Present

• Data-Driven Strategy: Developed and implemented data-driven content strategies for diverse
educational and technical clients.
• AI Content Generation: Leveraged advanced prompt engineering to generate AI-assisted
technical content and learning resources.
• Cloud Analytics: Applied Google Cloud technologies to enhance data analysis capabilities and
publish technical insights.
Company industry:
IT Services

Education

University of Karachi

January 2019

January 2019

Bachelor's degree, Teacher Education

Pakistan

University of Karachi

January 2009

January 2009

Bachelor's degree, Commerce

Pakistan

Skills

DATA ANALYSIS
Intermediate
DATA ANALYSIS
Intermediate
CLOUD COMPUTING ARCHITECTURE
Intermediate
CLOUD COMPUTING ARCHITECTURE
Intermediate
DATA PIPELINES
Intermediate
DATA PIPELINES
Intermediate
CLOUD ENGINEERING
Intermediate
CLOUD ENGINEERING
Intermediate
DATA STRATEGY
Intermediate
DATA STRATEGY
Intermediate
GOOGLE APPLICATIONS
Intermediate
GOOGLE APPLICATIONS
Intermediate
GOOGLE CLOUD PLATFORM GCP
Intermediate
GOOGLE CLOUD PLATFORM GCP
Intermediate
LEADERSHIP
Intermediate
LEADERSHIP
Intermediate
MACHINE LEARNING
Intermediate
MACHINE LEARNING
Intermediate
MULTI AGENT SYSTEMS
Intermediate
MULTI AGENT SYSTEMS
Intermediate

Social profiles

Personal Website
Personal Website
krmaazha.com/

Languages

English

Beginner

Urdu

Beginner

Training and Certifications

Certifications
Data Science Foundations
Google Analytics Certification
Cloud Certified - Cloud Digital Leader
Cloud Certified - Associate Cloud Engineer
Cloud Certified - Professional Cloud Developer
Cloud Certified - Professional Cloud Architect
Cloud Certified - Professional Data Engineer
Cloud Certified - Professional Machine Learning Engineer

Hobbies and interests

Tech Hackathons & AI Development

Participated in the GCP AI Seekho Hackathon, where I developed 'CIRO', a national-scale autonomous multi-agent crisis response orchestrator.