class BenedictThekkel:
role = ["Full-Stack Developer", "Cloud Architect", "AI Engineer"]
languages = ["Python", "TypeScript", "JavaScript"]
frameworks = ["Django", "FastAPI", "Flask", "React"]
cloud = ["AWS", "Azure", "GCP"]
devops = ["Docker", "Kubernetes", "Terraform", "GitHub Actions"]
ai_focus = ["RAG Pipelines", "Vector Databases", "LLM Integration"]
philosophy = "The best systems are invisible to their users."- 🔭 Building production-grade full-stack apps end-to-end — database to deployment
- 🤖 Deep in RAG — chunking, embedding, reranking, and multi-agent orchestration
- ☁️ Designing serverless & container-native architectures across AWS / Azure / GCP
- 🧠 Currently exploring vector databases (pgvector, Weaviate, Pinecone) and LLM fine-tuning



