Pytest, Sql, Nosql, React, Database Modeling, FastAPI, Python, AWS Bedrock, event-driven patterns, Claude Code, Copilot, REST API design, async, LLM APIs, Pydantic

Distributed Systems, LangChain, policy enforcement, LLMs, agent orchestration frameworks, LangGraph, ML platforms, cost controls, observability, Pipelines, embeddings, retrieval

event-driven architectures (Kafka or similar, cloud-native experience (GCP, Spring Boot, Microservices, concurrency, Reactjs, Performance Tuning, Rest Apis, Python, Azure, Java ecosystem, LLM-driven capabilities, Micro Frontends, GenAI architecture patterns, Embeddings and vector databases, RAG architectures, Agent frameworks and orchestration

Python, Logging, Hugging Face TGI, GPU-backed serving stacks, vLLM, KV cache management, Vision-language models, Schema enforcement, GPU-based LLM serving, Context window control, tracing, Deterministic validation systems, Batching, Rule enforcement, and metrics

Java, Typescript, Javascript, Automated Testing, Cursor, Python, Azure DevOps, GitHub Copilot, Microsoft Copilot, Claude Code, Amazon Q Developer

MLops, Python, LLM engineering, LangGraph, Evaluation methodologies, Langchain, Prompt engineering, Hugging Face Transformers, Data handling for LLMs, Fine-tuning

Git, Docker, Rest Apis, Kubernetes, Python, Microservices, Sql, vector databases

Data Engineer, AWS, AWS Glue, Etl, Pyspark, Airflow, Llm, Ai