5-7 years of experience in Product development and AI / ML or NLP solution
development.
- Strong coding proficiency in Python with practical experience in libraries like FastAPI,
Pandas, PyTorch, TensorFlow, or Transformers.
Experience with LLM frameworks and strong understanding of retrieval systems,embeddings, and vector databases.
Hands-on experience with RESTful API development, microservices, andcontainerized deployments (Docker / Kubernetes).
Familiarity with cloud AI services such as GCP Vertex AI (preferred) or AWS Bedrock,Azure OpenAI etc..
Exposure to data pipelines, preprocessing, and production-grade model deployment.