- Location
- Pune Division, Maharashtra, India
- Job type
- Full-time
Required skills
- LangChain
- backend
- compliance
- frontend
- NLP
About the role
Infosys
Website:
infosys.com
Job details:
- Design and develop AI pipelines for document parsing, information extraction, and text understanding using LLMs and NLP techniques.
- Develop and refine algorithms for knowledge graph construction, entity linking, and relationship extraction from text corpora.
- Implement GenAI systems for summarization, semantic search, and contextual reasoning using retrieval-augmented generation (RAG).
- Work with vector databases, embedding generation, and model fine-tuning for domain-specific applications.
- Build and maintain scalable APIs and backend services to integrate GenAI capabilities with enterprise applications.
- Design and optimize Neo4j-based knowledge graphs to represent and query structured relationships from unstructured data.
- Collaborate with data scientists, AI/ML engineers, and software teams (frontend/backend) to integrate GenAI features into production.
- Evaluate and apply frameworks such as LangChain, LlamaIndex, Hugging Face, and OpenAI APIs for document intelligence workflows.
- Develop algorithms for semantic search, reasoning, and document-to-graph alignment using graph embeddings and transformer architectures.
- Ensure data quality, governance, and compliance with enterprise security and information management standards.
- Document research findings, maintain technical design specifications, and support continuous model improvement.
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