Avehar is the professional technology portfolio of Peyman M. Hassan: independent research, software engineering, AI infrastructure, public-interest technology, and experiments in agentic systems.
Current focus
Agentic AI
Multi-agent orchestration, routing, tool use, and human oversight.
RAG & knowledge systems
Grounded retrieval, structured context, and evaluation-oriented design.
AI infrastructure
Secure connectors, governed database access, policies, and auditability.
Public-interest technology
Wildfire intelligence, civic participation, accessible communication, and education.
Each project is kept within a defined domain so the portfolio remains technically coherent and independently developed.
Flagship AI research
Agentic AI research focused on multi-agent orchestration, RAG, governed tool calling, evaluation, human oversight, and enterprise AI infrastructure.
Scope: AI orchestration and infrastructure; not IWMS, CMMS, facilities, property, lease, or maintenance management.
Emergency intelligence
Wildfire and emergency situational intelligence using geospatial context, public hazard data, risk synthesis, incident triage, and AI-assisted briefings.
Scope: emergency-response and preparedness actions; not facilities-maintenance work orders or CMMS.
AI infrastructure
A secure gateway for connecting AI agents to remote tools and services with authorization, credential isolation, policy enforcement, auditing, and human approval.
Scope: secure integration infrastructure; it does not implement the business processes of connected systems.
AI data infrastructure
Governed database access for AI agents, including schema understanding, SQL safety, authorization, controlled writes, and auditable data tools.
Scope: domain-neutral AI/database infrastructure rather than facilities, lease, property, or asset-management processes.
Education communication
Accessible school-to-family communication with translation, plain-language assistance, notifications, acknowledgement, and family communication preferences.
Scope: communication and accessibility; not school facilities management, custodial work orders, or school ERP.
Civic participation
Help people, schools, nonprofits, and communities turn ideas into petitions, participation, volunteer action, and measurable outcomes.
Scope: civic participation and community engagement, not government ERP or enterprise operations management.
Human capital
Human-capital research and software focused on recruiting, onboarding, employee information, skills, learning, performance, and workforce support.
Scope: HR and employee experience; excludes space/occupancy, facilities, maintenance dispatch, property, lease, and CMMS functionality.
Guided learning
Give students and teachers clear role-based paths for cohorts, learning tracks, and classroom workflows.
Routing, orchestration, evaluator-optimizer loops, worker patterns, and state coordination.
Grounded retrieval, context selection, knowledge augmentation, and quality evaluation.
Permissioned actions, credential separation, human approvals, logging, and auditability.
Accessible communication, understandable outputs, safety boundaries, and human oversight.
Independent development
Independent projects presented through Avehar are developed separately from proprietary employer or third-party systems and are not based on confidential source code, customer data, credentials, trade secrets, or proprietary documentation belonging to an employer or third party. Project scope definitions are documented to keep each system within its intended domain.
Use this form for technical collaboration, AI prototyping, software architecture, integration engineering, research, or project questions.