Technical Competency Matrix
A structured breakdown of languages, frameworks, and specialized knowledge acquired over years of architecting high-scale systems. The focus remains on precision, scalability, and robust diagnostic capabilities.
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SYNTAX_PROFILES
Core Languages
Python (Data & Backend)
Expert
TypeScript (Fullstack)
Expert
C# (.NET Ecosystem)
Advanced
Go (Microservices)
Proficient
memory
Specialized Knowledge
System Diagnostics
Machine Learning Ops
UI/UX Architecture
Cloud Native
Distributed Systems
Frameworks & Libraries
STRUCT_DEF- Backend: ASP.NET Core, FastAPI, Express.js
- Frontend: React, Next.js, Vue.js
- Mobile: React Native, Flutter
- Testing: PyTest, Jest, xUnit
Database & Infrastructure
DATA_STORE- Relational: PostgreSQL, Oracle, SQL Server
- NoSQL: MongoDB, Redis, Cassandra
- Infrastructure: Docker, Kubernetes, Terraform
- Security: HashiCorp Vault, OAuth2