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Mid-level AI tech lead role, Bangalore location, remote option, and broad fullstack+LLM requirements raise competition.
Core AI engineering skills are transferable, but retail/enterprise background preference moderately raises sensitivity.
Multiple mandatory technical requirements (RAG, private LLMs, FastAPI, React, vector DBs) plus explicit 4+ years increases strictness.
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Lead development of AI-driven frontend interfaces using ReactJS and Next.js and backend services with Python FastAPI.
Design, build, and tune AI workflows including Retrieval-Augmented Generation (RAG), agent-based systems, and local/private LLM deployments.
Analyze data to build KPIs and actionable insights leveraging PostgreSQL and object storage platforms like Azure Blob Storage or MinIO.
4+ years of relevant experience in AI-focused software development roles.
Strong backend development skills in Python with FastAPI and frontend experience with ReactJS/Next.js.
Hands-on experience with AI/LLM systems, RAG workflows, vector databases (OpenSearch/Chroma), and private/offline AI setups.
Experience with PostgreSQL, object storage (Azure Blob Storage, Azure Data Lake, MinIO), and building AI service APIs.
Experienced in building scalable AI solutions integrating data, model evaluation, and business KPIs for large enterprise or retail platforms.
Capable of translating complex AI/technical concepts into clear business terms for diverse stakeholders.
Comfortable working in Agile, consulting-influenced environments with a collaborative and knowledge-sharing approach.