Full Stack Developer – AI

3 days ago

bangalore, India Numerize AI Full time

Numerize is transforming accounting for restaurants with AI-powered automation, and we’re looking for a technically strong full stack developer to build intelligent AI systems, scalable applications, and transformative products. You’ll work closely with CXOs and founders, taking ownership of core features while integrating cutting-edge AI capabilities.Key ResponsibilitiesAI Agent DevelopmentDesign, develop, and deploy sophisticated AI agents using LangChain, LangGraph, and related frameworks.Build multi-agent systems with complex workflows, tool integration, and decision-making capabilities.Implement retrieval-augmented generation (RAG) systems and knowledge bases.Create conversational AI interfaces with memory, context management, and multi-turn interactions.Integrate various LLMs (OpenAI, Anthropic, or open-source models) into agent architectures.Full Stack DevelopmentDevelop responsive web applications with modern frontend frameworks (React, Vue.js, or Angular).Build robust backend APIs and microservices using Python (FastAPI, Django) or Node.js.Design and implement SQL/NoSQL databases for storing conversation history, user data, and agent knowledge.Create real-time communication systems using WebSockets or Server-Sent Events.Deploy and maintain applications on cloud platforms (AWS, GCP, Azure).System Integration & OptimizationIntegrate AI agents with external APIs, databases, and third-party services.Implement caching strategies and performance optimizations for AI workflows.Build monitoring and logging systems for agent performance and user interactions.Ensure scalability, security, and reliability of AI-powered applications.Technical RequirementsFrontend: React.js, Vue.js, Angular, TypeScript, Tailwind CSS/styled-componentsBackend: Python (FastAPI, Django, Flask) or Node.js/Express, REST/GraphQL, microservicesDatabases: PostgreSQL, MongoDB, Vector databases (Pinecone, Weaviate, Chroma)AI/ML Frameworks: LangChain, LangGraph, LLM integration (OpenAI, Anthropic, open-source models), RAG systems, embeddings, memory managementCloud & DevOps: AWS, GCP, Azure, Docker, Kubernetes, Git, CI/CD pipelinesWhat We’re Looking For1–3 years full stack development experience or exceptional internship projectsHands-on AI/ML development experience (LLM integration, agent systems)Ownership mindset & problem-solving approachPassion for F&B tech and building impactful AI productsCollaborative mindset to work directly with founders and CXOsBonus SkillsExperience with additional agent frameworks (AutoGPT, CrewAI, Haystack)Fine-tuning and training custom modelsStreaming responses and real-time AI interactionsAI safety, content filtering, and responsible AI practicesKnowledge of knowledge graphs, NLP research, and MLOpsWhy Join Numerize:Direct mentorship from CXOs and foundersBuild core product features and shape the future of F&B accountingExposure to cutting-edge AI/ML and agent technologiesFast career progression in a high-growth environmentCompetitive compensation Ready to build the future of F&B accounting with AI agents? Apply now and show us your work

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