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Thanuka.
Capability Matrix

Skills & Expertise.

Deconstructing the professional technical capability stack spanning enterprise AI orchestrators, neural predictors, and production-grade full-stack ecosystems.

AI & Autonomous Systems

Multi-Agent Architectures (LangChain/LangGraph)95%
RAG Pipelines & Vector Search (FAISS, Milvus)92%
Large Language Models (Gemini Live API, GPT-4)94%
Agentic Tool-Calling & Autonomous Planning90%

Data Science & Machine Learning

Predictive Modeling & Statistical Forecasting95%
Supervised Learning (Random Forest, XGBoost)93%
Deep Learning (Neural Networks, PyTorch)88%
Data Engineering & ETL Automation90%

Full-Stack Engineering

Next.js, React & TypeScript92%
Backend Architectures (Python Flask, Node.js)94%
Databases (PostgreSQL, MongoDB, MySQL)90%
State Management & API Design (REST, GraphQL)88%

Security & DevOps

High-Security Architectures (2FA, Encryption)93%
Rate Limiting & Threat Mitigation (Redis)90%
CI/CD Pipelines & Devops (GitHub Actions)88%
Cloud Services (AWS, Azure Web Apps)85%

Core Technologies & Developer Tooling

A curated snapshot of languages, frameworks, AI orchestration tooling, and infrastructure elements utilized daily to build high-performance software and models.

AI & Data Science

  • LangChain / LangGraph
  • scikit-learn
  • FAISS Vector Search
  • Pandas & NumPy

Languages

  • Python
  • C
  • HTML & PHP
  • Java & JS
  • React
  • CSS

Frameworks

  • Next.js
  • Flask
  • Laravel
  • Tailwind CSS

Database & Infrastructure

  • PostgreSQL / MySQL
  • MongoDB & Redis
  • GitHub Actions
  • AWS / Azure Web Apps

Professional Certifications

Verified professional credentials and specialized training in analytics, networking systems, and computational theory.

Google (Coursera)

Google Data Analytics Professional Certificate

Obtained 2026
Stanford University (Coursera)

Game Theory

Obtained 2026
Cisco

CCNA (Cisco Certified Network Associate)

Obtained 2023