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Full Stack Developer - Generative AI

Full Stack Developer - Generative AI

MNR SolutionsIndia
14 days ago
Job description

Role Overview :

We are seeking a highly skilled Full Stack Developer with Generative AI expertise to design, develop, and deploy next-generation AI-powered applications. This role requires strong hands-on experience with LangChain, LangGraph, FastAPI, LLM integrations (OpenAI / AWS Bedrock), and modern frontend / backend development frameworks. You will play a key role in building scalable, production-ready Gen AI applications deployed on AWS cloud infrastructure.

Key Responsibilities Development & Architecture :

  • Design and develop Generative AI applications leveraging LangChain, LangGraph, and FastAPI.
  • Build responsive, interactive front-end applications using Angular, JavaScript, HTML, and CSS.
  • Develop RESTful APIs and microservices in Python (FastAPI) and Java (Spring preferred).
  • Architect and integrate Gen AI modules with enterprise AI Integration :
  • Implement and optimize LLM-based features using OpenAI, AWS Bedrock or equivalent.
  • Apply prompt engineering and LLM fine-tuning strategies to deliver context-aware AI solutions.
  • Enable semantic search, embeddings, and vector databases (Qdrant, MongoDB, PostgreSQL) for

intelligent & Deployment :

  • Deploy applications on AWS (Lambda, API Gateway, S3, EC2, DynamoDB) with best practices for scalability and security.
  • Ensure smooth CI / CD pipelines, monitoring, and logging for production workloads.
  • Optimize system performance, security, and & Leadership :
  • Work closely with AI / ML engineers, data scientists, and product managers to deliver innovative solutions.
  • Provide technical mentorship and contribute to code reviews, best practices, and system design discussions.
  • Collaborate with cross-functional teams to integrate Gen AI capabilities into enterprise workflows.
  • Required Skills & Competencies :

  • Backend Development : Python (FastAPI, LangChain, LangGraph), Java (Spring preferred).
  • Frontend Development : Angular, JavaScript, HTML, CSS.
  • Generative AI : Experience with LLMs (OpenAI, AWS Bedrock), prompt engineering, embeddings, and tuning.
  • Cloud Expertise : Strong knowledge of AWS services (Lambda, API Gateway, S3, DynamoDB, EC2).
  • Databases : PostgreSQL, MongoDB, Qdrant (vector DB).
  • Strong understanding of RESTful API design, microservices architecture, and integration patterns.
  • Nice-to-Have Skills :

  • Experience with Django / Flask for backend development.
  • Understanding of AI / ML pipelines and model lifecycle management.
  • Hands-on Java integration for embedding Gen AI modules into enterprise systems.
  • Knowledge of DevOps practices (Docker, Kubernetes, Terraform, CI / CD pipelines).
  • (ref : hirist.tech)

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