AgentSpace - RAG Knowledge System
Enterprise-wide AI business coordination platform utilizing retrieval-augmented generation (RAG) for intelligent knowledge management and automated decision-making workflows.
Enterprise AI
LLMs
RAG
Vector DB
Knowledge Management
Key Achievements
- ▸Implemented RAG architecture for enterprise knowledge retrieval
- ▸Integrated LLM agents for business process automation
- ▸Built scalable vector database infrastructure
- ▸Achieved 40% reduction in decision-making time
Digital Twin Project
Intelligent digital twin system leveraging AI agents to create virtual representations of physical assets, enabling predictive maintenance and automated optimization.
Digital Twin
AI Agents
IoT
Predictive Analytics
Automation
Key Achievements
- ▸Developed AI-driven digital twin architecture
- ▸Implemented real-time data synchronization
- ▸Created automated decision-making workflows
- ▸Reduced operational downtime by 35%
AI-Driven Cloud Automation
Comprehensive Google Cloud Platform automation solution using ML models for intelligent resource allocation, cost optimization, and infrastructure management.
Google Cloud
ML Models
Infrastructure
Cost Optimization
Automation
Key Achievements
- ▸Automated cloud resource provisioning with ML
- ▸Built predictive scaling algorithms
- ▸Implemented cost optimization models
- ▸Achieved 30% reduction in cloud spending
Enterprise Security Monitoring
Advanced security operations platform leveraging Splunk for real-time threat detection, anomaly identification, and automated incident response across enterprise infrastructure.
Splunk
Security Analytics
Threat Detection
SIEM
Automation
Key Achievements
- ▸Deployed enterprise-wide Splunk SIEM infrastructure
- ▸Created custom detection rules and dashboards
- ▸Automated threat response workflows
- ▸Reduced mean time to detection by 60%
Enterprise Security Migration
Led comprehensive Splunk cloud migration and MITRE ATT&CK framework implementation for major Canadian grocery store, including strategic SOAR planning and security posture assessment.
Splunk Migration
MITRE ATT&CK
Cloud Security
SOAR
Risk Assessment
Key Achievements
- ▸Orchestrated enterprise Splunk migration from on-premises to cloud platform
- ▸Mapped 200+ existing Splunk searches to MITRE ATT&CK framework
- ▸Delivered comprehensive exposure assessment identifying security gaps and business risks
- ▸Developed strategic SOAR implementation plan for automated incident response