About the Role
We are looking for a motivated Applied GenAI Engineer to build AI-powered applications using Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and agent-based workflows. The role involves working with Python, LangChain, and LangGraph to develop practical AI solutions and solve real-world business problems.

Key Responsibilities
• Develop AI applications using Python and LLMs.
• Build RAG pipelines involving document loading, chunking, embeddings, and vector search.
• Develop LLM workflows, chains, and tool integrations using LangChain.
• Build multi-step workflows and AI agents using LangGraph.
• Integrate LLM APIs and external services.
• Test, evaluate, debug, and improve AI applications.
• Take end-to-end ownership of application development and delivery. Must-Have

Skills:
• Hands-on experience with Python, including functions, classes, data structures, and exception handling.
• Practical experience with LLMs and prompt engineering.
• Experience building RAG applications.
• Hands-on experience with LangChain and/or LangGraph.
• Knowledge of embeddings, token management,



and context windows.
• Experience integrating REST APIs and external services.
• Knowledge of MySQL or other relational databases and SQL queries.
• Robust troubleshooting and problem-solving skills. Good-to-Have

Skills:
• Experience with vector databases, Elasticsearch, or OpenSearch.
• Familiarity with Hugging Face and embedding models.
• Knowledge of reranking techniques and conversational memory.
• Experience with FastAPI, Git, Docker, and deployment. Who Can Apply?
• Candidates with 6+ months of relevant experience.
• Fresh graduates with strong practical GenAI projects.
• Developers who have built LLM applications, chatbots, or RAG-based projects.
• Candidates with relevant internships or hands-on project experience.

Education:
Bachelor's degree in Computer Science, Engineering, Data Science, or a related field is preferred. Equivalent practical experience and strong project work are also welcome. If this role is of interest, please apply in confidence.

📌 Applied GenAI Engineer – RAG (Mumbai)
🏢 WhiteCrow Research
📍 Mumbai