System Resources: Technical Matrix

Current operational tech stack and infrastructure components. Matrix is continuously optimized for backend performance, AI integration, and systemic reliability.

root@aziz: ~/stack/ai_llm
ACTIVE
psychology

AI & LLM Integration

data_objectRAG Pipelines
memoryLoRA Fine-Tuning
linkLangChain
tag_facesHugging Face
local_fire_departmentPyTorch
image_searchCLIP
record_voice_overTTS
smart_toyTool-Calling Agents
MODELS DEPLOYED: 12 sys.load()
root@aziz: ~/stack/core_backend
STABLE
dns

Backend & APIs

codePython
coffeeJava
boltFastAPI
scienceFlask
rocket_launchQuarkus
databasePostgreSQL
storageMongoDB
REQ/S: ~14.2k api.status()
root@aziz: ~/stack/infra
STABLE
cloud

Infrastructure & DevOps

view_in_arDocker
cloud_queueAzure
commitGit
autorenewGitLab CI/CD
terminalLinux
speedUvicorn
UPTIME: 99.99% sys.ping()
root@aziz: ~/stack/architecture
EVOLVING
architecture

Engineering Practices

account_treeBackend Architecture
apiRESTful API Design
schemaDatabase Design
autorenewCI/CD Automation
sprintAgile / Scrum
DESIGN PATTERNS doc.read()