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- Strong understanding of AWS services: Lambda, Bedrock, MWAA (Managed Airflow), S3, DynamoDB.
- In-depth knowledge of LLM internals, RAG architectures, vector databases, NLP, and text processing pipelines.
- Hands-on experience with enterprise chat systems using ChatGPT, OpenAI, Anthropic (Claude), and/or Ollama.
- Experience building enterprise-scale MCP servers and AI middleware platforms.
- Proficiency in Docker, Kubernetes, and microservices architecture.
- Hands-on experience with vector databases such as Weaviate (or similar).
- Strong programming experience in TypeScript / JavaScript.
- Knowledge on building Chrome Extensions.
