Software Developer
AVENSYS SERVICES PTE. LTD.
Python Developer
We are currently looking to hire Python Developer . This is an exciting opportunity to expand your skill set, achieve job satisfaction and work-life balance. More details as below
Job Summary
We are seeking a skilled Python developer to design, develop, and deploy AI-powered Microsoft Teams Bot Applications using the Microsoft 365 Agent SDK. The role involves integrating Large Language Models (LLMs) with Azure AI Search (and other vector databases) to implement Retrieval-Augmented Generation (RAG) solutions. The ideal candidate will have a strong background in Python, Microsoft Bot Framework, Azure AI services, and modern AI/ML techniques to create intelligent, scalable, and user-friendly bot experiences.
Key Responsibilities
1. M365Agent SDK & Bot Development
- Design, develop, and deploy Microsoft Teams Bot Applications using the M365 Agent SDK and Python.
- Implement conversational AI workflows, including natural language understanding (NLU), dialog management, and multi-turn conversations.
- Integrate bots with Microsoft Teams, Outlook, and other M365 services using Microsoft Graph API.
- Optimize bot performance for scalability, latency, and user experience.
2. AI &LLM Integration
- Develop and fine-tune LLM-based solutions (e.g., Azure Open AI, Hugging Face, or custom models) for conversational AI.
- Implement prompt engineering and context management to enhance bot responses.
- Integrate Azure AI Search (or other vector databases like Pinecone, Weaviate, or Chroma) for semantic search and RAG.
- Design and optimize embedding pipelines for document retrieval and knowledge base augmentation.
3. RAG& Vector Database Implementation
- Build Retrieval-Augmented Generation (RAG) systems to ground LLM responses in enterprise data.
- Index, chunk, and embed unstructured data (PDFs, documents, emails) for efficient retrieval.
- Evaluate and compare vector databases (Azure AI Search, Pinecone, Weaviate, etc.) for performance, cost, and scalability.
- Implement hybrid search (keyword + vector) for improved accuracy.
4. Cloud& DevOps
- Deploy and manage Azure resources (App Services, Container Instances, etc.) for bot hosting.
- Implement/modify CI/CD pipelines for automated testing and deployment.
- Ensure security best practices (authentication, authorization, data encryption) for bot and AI services.
5.Collaboration & Documentation
- Work closely with cross-functional teams (product managers, UX designers, data scientists) to refine bot capabilities.
- Document APIs, workflows, and system design for internal knowledge sharing.
- Provide training and support to end-users and stakeholders.