AI Lead

Kumaran Systems has delivered enterprise technology services since 1992 across banking, financial services, insurance, telecom, automotive and public-sector environments. The company describes its current engineering direction as cloud transformation, automation-first delivery and GenAI-enabled modernization. This is a full-time India role on a current first-party Zoho Recruit detail page. The application page exposes a role-specific public form with first name, last name, email, mobile, address, professional experience, education, skills and resume controls; sign-in is optional through a separate easy-apply control. Kumaran Systems states that it is an equal opportunity employer. The role designs and develops production AI and generative-AI solutions in Python. Responsibilities include building applications around large language models, developing and optimizing machine-learning models with TensorFlow or PyTorch, implementing natural-language-processing techniques, exposing AI capabilities through APIs and backend services, using embeddings and vector databases for semantic search, fine-tuning and evaluating generative models, monitoring model performance in production, and documenting models and workflows. The role works with data scientists, engineers and product teams to deliver scalable AI features. Required capabilities include substantial Python AI/ML experience, machine learning and NLP fundamentals, hands-on LLM and generative-AI frameworks, Pandas and NumPy, prompt engineering, model fine-tuning, REST APIs and cloud AI services. Preferred experience includes LangChain or LlamaIndex, AWS/Azure/GCP, Pinecone or Weaviate, MLOps, model deployment and monitoring, and Agile delivery. The successful candidate is expected to combine analytical problem solving with production engineering discipline, API integration and clear technical communication.