"Compilation of Actuarial code and Related documents" - Now structured for collaborative development.
Welcome to RiskRunners' potential projects - where actuarial science, AI-powered risk analysis, and antifragile simulation converge into production-ready platforms. These aren't theoretical frameworks - they're detailed project plans ready for collaborative execution.
90 days • $75K • Foundation for Actuarial AI
The Vision: Unified platform integrating LinguaLint AI, Lean Dream Prolog engine, and Agentic Procurement into a comprehensive risk analysis ecosystem.
What We're Building:
- LinguaLint Integration: AI-powered risk factor extraction from 10-K reports
- Lean Dream Prolog Engine: Convert risk factors into queryable predicate calculus
- Agentic Procurement: AWS Bedrock Claude integration for automated procurement decisions
- Real-time Risk Alerts: Interactive visualization and monitoring dashboard
Collaboration Opportunities:
- AI/NLP Engineers: Risk factor extraction and natural language processing
- Prolog Developers: Logic programming and query engine optimization
- AWS Architects: Cloud infrastructure and serverless automation
- Data Engineers: Elasticsearch, DynamoDB, and real-time data pipelines
75 days • $60K • Antifragile Social Dynamics
The Vision: Agent-based simulation exploring antifragile social networks, value exchange, and posterity-focused decision-making.
What We're Building:
- Agent Architecture: Playbook systems for value-creating operations
- Social Pruning Logic: Algorithmic relationship management based on reciprocity
- Wealthcare/Healthcare KPIs: Multi-dimensional agent state tracking
- Antifragility Mechanics: Post-stress growth and adaptive learning systems
- NetLogo Implementation: Interactive simulation environment with visualization
Collaboration Opportunities:
- Complex Systems Scientists: Antifragility modeling and emergence patterns
- Game Developers: Agent behavior systems and simulation engines
- Behavioral Economists: Value exchange algorithms and social dynamics
- NetLogo Experts: Simulation environment and visualization tools
85 days • $68K • ISO 31000 Compliant Risk Management
The Vision: Production-ready actuarial platform with ISO 31000 compliance, parametric insurance, and comprehensive exam preparation tools.
What We're Building:
- ISO 31000 Framework: Complete risk identification, analysis, and evaluation system
- FM/P Exam Integration: Digital actuarial exam preparation with numerical methods
- PFMEA Integration: Process Failure Mode and Effects Analysis for underwriting cycles
- Parametric Insurance Engine: IoT sensor integration with automated payout systems
- NLP Compliance: Business rule extraction and policy compliance checking
Collaboration Opportunities:
- Actuaries (ASA/FSA): Professional exam content and industry validation
- Risk Management Professionals: ISO 31000 implementation and compliance
- IoT Engineers: Sensor integration and parametric insurance triggers
- Insurance Tech Developers: Underwriting automation and claims processing
We Provide:
- 1,400+ hours of structured project work across three platforms
- 134 detailed prompts for AI-assisted development (Claude-3.5/GPT-4)
- Existing codebase: LinguaLint, Account Ninja, Agentic Procurement prototypes
- Theoretical foundation: Antifragile theory, 3Zen accounting, MANGO diplomacy
- Industry connections: Actuarial science and risk management networks
You Contribute:
- Technical expertise in your domain of specialization
- Industry knowledge from insurance, finance, or technology sectors
- Research perspective from academic or applied research backgrounds
- Business acumen for commercialization and market validation
Technical Partnership:
- Contribute to specific project phases or components
- Lead development in your area of expertise
- Integrate your existing tools or frameworks
Research Collaboration:
- Academic research applications and publications
- Industry case studies and validation
- Open-source contributions and community building
Business Development:
- Market analysis and commercialization strategy
- Customer development and user testing
- Funding and investment opportunities
RiskRunners Platform transforms fragmented actuarial tools into a unified AI-powered ecosystem for professional risk analysis.
Schrodinger's Fish pioneers antifragile simulation theory - moving beyond traditional agent-based models to explore how systems benefit from stress and uncertainty.
Actuarial Risk Assessment delivers production-ready compliance tools that meet ISO 31000 standards while advancing parametric insurance innovation.
Together, these projects represent the future of actuarial science - where AI, simulation, and rigorous risk management converge.
- ✅ Detailed Planning: Complete MS Project breakdowns with dependencies
- ✅ Prompt Engineering: 134 AI development prompts ready for execution
- ✅ Prototype Foundation: Existing codebases and theoretical frameworks
- 🔄 Seeking Collaborators: Technical partners and domain experts
- 🎯 Ready for Launch: Infrastructure prepared for rapid development
- Cloud: AWS (Lambda, DynamoDB, EventBridge, Bedrock)
- AI/ML: Claude-3.5, GPT-4, spaCy, scikit-learn
- Data: Elasticsearch, Prolog, Tableau integration
- Simulation: NetLogo, Python agent-based modeling
- Frontend: React, D3.js, progressive web apps
Interested in collaborating? Let's explore mutual opportunities:
- Your Expertise: Which project components align with your background?
- Your Goals: How does this collaboration support your objectives?
- Your Contribution: What unique value do you bring to the partnership?
- Timeline & Commitment: What's your preferred engagement model?
For Actuaries:
- Validate FM/P exam content and professional standards
- Contribute industry expertise to risk assessment frameworks
- Lead parametric insurance product development
For AI/ML Engineers:
- Implement Prolog-based risk reasoning systems
- Develop antifragile learning algorithms
- Build NLP pipelines for regulatory compliance
For Insurance Professionals:
- Design underwriting cycle automation
- Validate PFMEA integration approaches
- Contribute claims processing expertise
For Researchers:
- Publish on antifragile simulation theory
- Validate agent-based social dynamics models
- Contribute to actuarial AI methodology
We're building the next generation of actuarial tools that combine:
- Professional rigor with innovative technology
- Individual agency with systemic resilience
- Academic theory with practical application
- Risk management with opportunity creation
Ready to shape the future of actuarial science?
The best collaborations start with shared vision and complementary expertise. Let's discuss how we can build something meaningful together.
Find me at wiki.richards.systems