API development and integration, Python, Common LLM failure modes and mitigation techniques, Agentic frameworks or orchestration patterns, Tool calling and action execution, Generative AI and LLMs, CI CD and modern DevOps practices

Git, Python, AWS, Ground truth dataset design, Prompt engineering, Ddd, LLM evaluation frameworks, Clean Architecture, AI agent orchestration, REST API design, Containerisation

bedrock , S3, Tensorflow, Lambda, Pytorch, Ec2, Iam, ECS, Python, AWS, LLMs, MCP servers, vector databases, EKS, SageMaker, RAG pipelines

Git, Python, AWS, Ground truth dataset design, Prompt engineering, Ddd, LLM evaluation frameworks, Clean Architecture, AI agent orchestration, REST API design, Containerisation

snowflake , Aws Lambda, Jenkins, Git, Hive, Linux, Terraform, Gitlab, Bash, Bamboo, Oracle, Python, LangChain, AI LLM engineering, ruby scripting, Anthropic, Snowflake Cortex, Azure OpenAI, AI ML pipelines, OpenAI, LlamaIndex

containerization , Hypothesis Testing, Tensorflow, Docker, Pytorch, Azure, Kubernetes, Ocr, Python, Machine learning frameworks, Cloud platforms, Statistics, Modeling, Feature engineering, Orchestration tools, spacy, SCikit-learn, Transformers

react.js , Cursor, Gcp, AWS, Python, Azure, LLMs, OpenAI, Tabnine, Semantic Kernel, Hugging Face, Haystack, RAG GraphRAG Pipelines, Next.js, AI Frameworks, Weaviate, LangChain, Serverless Functions, Knowledge Graphs, Embeddings, Pinecone, Autogen, Distributed Microservices, Vector Search, Windsurf, Vector Databases, Anthropic, GitHub Copilot

Scripting, Api Development, PowerShell, Bash, Windows, REST, Gcp, Monitoring Tools, Terraform, Linux, Ansible, FastAPI, Azure, Python, AWS, Infrastructure as Code, Cloud platforms

Apis, Agentic AI systems, GenAI, LLMs, AI experimentation, evaluation guardrails, RAG, data layers, agent orchestration

test suites , Debugging, Python, compiler modules, runtime integration components, operator fusion strategies, quantization flows, low-level optimizations, numerical-correctness verification, Profiling, production-grade compiler passes, release processes, target code generation, MLIR dialects, compiler CI pipelines, lowering passes, performance toolchains