Key Responsibilities
Design, develop, and deploy end-to-end AI/ML and Generative AI applications.
Build and optimize LLM-based applications using RAG, vector databases, and hybrid retrieval techniques.
Develop NLP solutions including intent classification, dialogue systems, text-to-SQL, and document intelligence.
Implement AI/ML pipelines for data processing, model evaluation, inference, and performance optimization.
Work with AWS AI services such as Amazon Bedrock, SageMaker, OpenSearch, ECS, Lambda, and S3.
Develop scalable backend APIs and AI services using Python, FastAPI, and related technologies.
Implement prompt engineering, context management, chunking strategies, structured outputs, and AI guardrails.
Optimize model latency, token usage, retrieval accuracy, and overall system performance.
Collaborate with cross-functional teams to understand business requirements and deliver AI-driven solutions.
Deploy and maintain production-grade AI systems using Docker, Kubernetes, and cloud infrastructure.

Required Skills
Solid proficiency in Python and Machine Learning concepts.




Hands-on experience with Generative AI, LLMs, and RAG applications.
Experience with LangChain, LlamaIndex, or similar LLM frameworks.
Knowledge of NLP, NLU, intent classification, and conversational AI.
Experience with vector databases, embeddings, and information retrieval.
Solid understanding of AWS cloud services, particularly Bedrock and SageMaker.
Experience in developing APIs using FastAPI or similar frameworks.
Knowledge of Docker, Kubernetes, and cloud deployment.
Familiarity with PostgreSQL, MongoDB, or other databases.
Understanding of model evaluation, inference optimization, and AI system performance.

Preferred Qualifications
Experience building production-grade AI/ML applications.
Knowledge of time-series forecasting and anomaly detection.
Experience with Rasa, OpenSearch, or Text-to-SQL systems.
Familiarity with TypeScript, Node.js, or GraphQL.
Strong problem-solving and analytical skills.
Valuable communication and teamwork abilities.

📌 Ai/ml Engineer Genai & Llm Bengaluru
🏢 Lookup IT Solutions
📍 Bengaluru