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

- Strong 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.

- Strong 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