Full Stack Developer

1 week ago

Pune, India MNR Solutions Full time

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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