Portfolio hierarchy: Cloud & Infrastructure, DevOps & Automation, AI & Machine Learning, Data Engineering & Analytics,
Cybersecurity & Identity, Robotics/IoT/Computer Vision, Software & Solution Architecture, and Project/Product/Technical Leadership.
CloudAzure, AWS
InfrastructureWindows Server, Linux, VMware, Hyper-V
NetworkingTCP/IP, DNS, DHCP, VPN, VLAN, Routing, Firewalls
DevOpsTerraform, Ansible, Docker, Kubernetes, Helm
CI/CDGitHub Actions, Jenkins, Azure DevOps
ProgrammingPython, PowerShell, C++, Bash, SQL, JavaScript, TypeScript, MATLAB
AI/MLTensorFlow, PyTorch, Scikit-learn, Generative AI, LLMs
Computer VisionOpenCV, YOLO, Object Detection, Tracking
DataPandas, NumPy, Airflow, Spark, Hadoop
DatabasesPostgreSQL, MySQL, SQL Server, PostGIS, Redshift
MLOpsAzure ML, Docker, Kubernetes, CI/CD, Monitoring
GenAIAzure OpenAI, OpenAI API, RAG, AI Agents, Vector DB
RoboticsROS 2, C++, SLAM, LiDAR, IMU, CARLA
UAVArduPilot, QGroundControl, GPS, IMU
GISQGIS, ArcGIS, GeoPandas, PostGIS
SecurityEntra ID, RBAC, PIM, Zero Trust, Sentinel, Defender
MonitoringAzure Monitor, Prometheus, Grafana, Sentinel
AutomationPython, PowerShell, Terraform, Ansible
ArchitectureCloud, Hybrid, Microservices, API, Event-driven
Product & LeadershipMVP, Roadmaps, Project Management, Technical Leadership, Strategy