Job Title:  Senior Consultant | AI / ML | Bengaluru | Artificial Intelligence & Data | AI Insights & Engagement

Agentic AI: LangGraph, LangChain, orchestrator/router, tool calling, multi-agent workflows, state, memory, checkpointing, human approval, structured outputs, MCP concepts

Generative AI & RAG: Azure OpenAI/OpenAI APIs, prompt engineering, ingestion, chunking, embeddings, Azure AI Search/vector databases, hybrid retrieval, reranking, citations, corrective RAG, guardrails

Machine Learning: regression, classification, clustering, anomaly detection, forecasting, feature engineering, cross-validation, tuning, explainability, scikit-learn, XGBoost, Isolation Forest

Deep Learning & NLP: CNN, RNN/LSTM, Transformers, BERT/RoBERTa, Hugging Face, spaCy, OCR, intent and sentiment classification, TensorFlow/Keras, PyTorch

MLOps & LLMOps: MLflow, experiment tracking, model/prompt registry, evaluation datasets, RAG and agent evaluation, data/model drift, retraining, CI/CD, canary validation, rollback, observability

Python & Data: Python, SQL, Pandas, NumPy, PySpark, BeautifulSoup, Parquet, Oracle, MySQL, REST APIs, FastAPI, Flask, JSON

Cloud & Deployment: Azure, AWS, Docker, Kubernetes/AKS, Azure Functions, Azure Container Registry, GitHub Actions, Jenkins, Git

Quality Engineering: PyTest, Selenium, Behave BDD, Postman, API/UI/database testing, Gherkin, Jira, logging, retries, negative testing and release validation