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AI & Automation Architect

AI & Automation Architect

Renovision Automation Services Pvt.Ltd.Hyderabad
19 days ago
Job description

This role is designed for a technical leader who will architect, implement, and scale AI-driven process automation, intelligent workflow mining, and task orchestration using AutoGen, CrewAI, WrenAI, and Azure AI.

The architect will drive enterprise-grade AI platform development, ensuring seamless integration of structured (SQL) and unstructured data (images, videos, logs, etc.) while leveraging LLMs, process mining, RPA, Data Science and AI / ML techniques for automation , scalability, and decision :

1. Architectural Design :

  • Define AI-powered process automation blueprints and agentic AI frameworks.
  • Design scalable, secure, and high-performance architectures for AI-first process mining and discovery.
  • Establish LLM-based active learning pipelines for continuous improvement and adaptability.

2. Implementation and Development :

  • Lead the development of AI-driven workflow automation using AutoGens inter-agent collaboration.
  • Build process intelligence layers to optimize execution, anomaly detection, and decision automation.
  • Develop and deploy RPA-enhanced AI agents for business process transformation.

    • 3. Integration and Testing :

  • Integrate Azure AI Search, Vector DBs, and Intelligent Process Automation to extract insights from enterprise data.
  • Implement multi-modal AI pipelines handling structured and unstructured inputs for dynamic processing.
  • Optimize AI-driven anomaly detection for automated error resolution and predictive analytics.

    • 4. Optimization and Performance Tuning :

  • Leverage ML-driven process mining for automated workflow discovery, execution efficiency, and intelligent recommendations.
  • Implement continuous AI learning cycles to improve accuracy and execution speed over time.
  • Optimize end-to-end process intelligence dashboards using advanced NLP and BI visualizations.

    • 5. Documentation and Knowledge Sharing :

  • Develop comprehensive architectural documentation for AI-driven process intelligence solutions.
  • Lead knowledge-sharing initiatives to align teams on best practices in GenAI, RPA, and Intelligent Process Automation.
  • Mentor teams on AutoGen-based AI workflow orchestration and scalable AI agent development.

    • Skills Required :

  • Must have : AutoGen Framework, CrewAI, WrenAI, Task Automation Agents, and Process Intelligence Systems.
  • Must have : Deep experience in AI-driven Process Discovery, Mining, and RPA Integration.
  • Must have : Azure AI Search, Vector DBs for process intelligence, and AI-powered workflow automation.
  • Must have : Hands-on expertise in SQL, unstructured data processing, and AI-based data curation pipelines.
  • 12-14 years in AI platform engineering, process automation, and intelligent systems development.
  • 5+ years recent leading AI-powered enterprise automation projects using Python, Flask / Django / FastAPI.
  • Expertise in building ML / AI pipelines leveraging Azure Synapse, AI Search, and LLM-based analytics.
  • Experience designing vector databases (Pinecone, FAISS, Weaviate, ChromaDB) and AI-powered workflow models.
  • Deep expertise in AI / ML-powered business process modeling for task orchestration and intelligent automation.
  • Knowledge of Azure Form Recognizer, OCR for intelligent document processing, and NLP-driven automation.
  • Hands-on experience with AutoGen, TaskWeaver, RAG, RLHF, and process-driven AI workflow automation.
  • Strong communication, architecture sketching, and AI-driven platform development expertise.

    • (ref : hirist.tech)

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