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Full Stack Developer – AI & Agent Systems

Full Stack Developer – AI & Agent Systems

Numerize AIchennai, tamil nadu, in
6 hours ago
Job description

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 Responsibilities

AI Agent Development

  • Design, 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 Development

  • Develop 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 & Optimization

  • Integrate 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 Requirements

    Frontend :  React.js, Vue.js, Angular, TypeScript, Tailwind CSS / styled-components

    Backend :  Python (FastAPI, Django, Flask) or Node.js / Express, REST / GraphQL, microservices

    Databases :  PostgreSQL, MongoDB, Vector databases (Pinecone, Weaviate, Chroma)

    AI / ML Frameworks :  LangChain, LangGraph, LLM integration (OpenAI, Anthropic, open-source models), RAG systems, embeddings, memory management

    Cloud & DevOps :  AWS, GCP, Azure, Docker, Kubernetes, Git, CI / CD pipelines

    What We’re Looking For

  • 1–3 years full stack development experience or exceptional internship projects
  • Hands-on AI / ML development experience (LLM integration, agent systems)
  • Ownership mindset & problem-solving approach
  • Passion for F&B tech and building impactful AI products
  • Collaborative mindset to work directly with founders and CXOs

    • Bonus Skills

  • Experience with additional agent frameworks (AutoGPT, CrewAI, Haystack)
  • Fine-tuning and training custom models
  • Streaming responses and real-time AI interactions
  • AI safety, content filtering, and responsible AI practices
  • Knowledge of knowledge graphs, NLP research, and MLOps

    • Why Join Numerize :

  • Direct mentorship from CXOs and founders
  • Build core product features and shape the future of F&B accounting
  • Exposure to cutting-edge AI / ML and agent technologies
  • Fast career progression in a high-growth environment
  • Competitive compensation

    • Ready to build the future of F&B accounting with AI agents?  Apply now and show us your work!

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