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mindmap
root((Unified Intelligence))
ML Engineering
Production ML
FastAPI / Flask
Docker
CI/CD
MLOps
MLflow / DVC
Model Registry
PostgreSQL
Data Engineering
ETL Pipelines
Vector DBs
Stream Processing
AI Systems
GenAI & RAG
LangChain
Graph RAG
LLM Orchestration
NLP
Transformers
spaCy / NER
Sentiment
Computer Vision
YOLO / OpenCV
Face Recognition
Segmentation
Dev Tools
paix (NL→Python)
raix (R AI)
Archon (Meta-Platform)
Mathematics
Statistics
Bayesian Inference
Hypothesis Testing
SEM
Optimization
Gradient Descent
Convex Optimization
Linear Algebra
Matrix Decomposition
Tensor Operations
Domain Expertise
BFSI
Credit Risk
Fraud Detection
AML / KYC
Healthcare
Diagnostic ML
Survival Analysis
Supply Chain
Demand Forecasting