software engineering practices , Machine Learning, Data Structures, Deep Learning, Tensorflow, Git, Algorithms, MLops, Pytorch, Docker, Kubernetes, Python, Generative AI, Scikit-learn, Cloud Platforms, Model Deployment

C++, Python, Data pipelines and model pipelines, Deployment observability and production readiness, GenAI LLM application development, Scalable system design, ML training and evaluation workflows

Sql, Tensorflow, Numpy, Git, Pandas, Pytorch, Databricks, Rest Apis, Python, Scikit-learn, ADLS Gen2, MLflow, Delta Live Tables, Azure Data Lake Storage, Delta Lake, AI ML libraries

Python, Testing, LangGraph or equivalent agentic orchestration frameworks, observability, tracing, CI/CD, Claude Anthropic API and Claude Code, MCP-based interoperability patterns and tool-calling agent design, and debugging for LLM-based systems, Multi-agent orchestration and agent collaboration patterns

audit trail , Templates, Logging, Microservices, Data Science, LLMs, reusable components, prompt injection defenses, online evaluation, AI tooling, ML APIs, PII handling, feedback capture, Compliance, Security, RAG agents, Safety, SDKs

prophet , API design, Indexes, XGBoost, Predictive Modelling, Pandas, Machine Learning, Systems Integration, embeddings, LLM application engineering, Python ML stack, scikit-learn, assistant custom-GPT development, model training, supervised learning, vector databases, Git-based collaborative development, RAG at production quality, tuning and evaluation, context management for large document sets, tool function calling, Strong Python engineering, time-series forecasting, retrieval tuning, statsmodels, prompt design, evaluation and guardrails

snowflake , Sql, Gcp, Databricks, Azure, Python, AWS, Generative AI, LLMs, nDCG, Product Matching, Retrieval Evaluation Metrics, Precision K, Vector Databases, Recall K, Agentic AI workflows, Embeddings, Entity Resolution, semantic search, ANN Indexing, RAG, Multimodal AI

Docker, PostgreSQL, Kafka, Python, Temporal, Go

react.js , Github, Express.Js, Mern Stack, Node.js, Sql, Angular, Mean Stack, Git, Typescript, Javascript, Docker, Gitlab, MongoDB, Azure, Python, AWS, AI orchestration frameworks, Generative AI, RAG pipelines

Tensorflow, MLops, Pytorch, Gcp, Docker, Flask, FastAPI, Azure, Kubernetes, Python, AWS, LangChain, Hugging Face, Pinecone, Anthropic, FAISS, Mistral, Milvus, ChromaDB, OpenAI, LlamaIndex