Business AI Architect

4 days ago

Surat, Gujarat, India beBeeAI Full time ₹ 1,50,00,000 - ₹ 2,00,00,000

Key Opportunities

  • Design and implement autonomous AI systems that integrate stateful reasoning, memory, and orchestration.
  • Develop Digital Twin AI Employees using LLMs, SLMs, and custom orchestration logic to enhance business performance.
  • Integrate AI agents with enterprise systems (ERP, CRM, Accounting APIs, Voice Platforms) for seamless automation.
  • Build scalable AI templates for cross-industry use cases (hospitality, manufacturing, supply chain, logistics).
  • Optimize AI solutions for scalability: retries, fail-safes, state persistence, and performance tuning.

Core Competencies

  • Strong background in Machine Learning and Deep Learning (esp. time-series & sequential modeling).
  • Experience with LLMs, SLMs, or hybrid architectures for reasoning + prediction.
  • Knowledge of probabilistic modeling (Bayesian methods, Monte Carlo, Markov Decision Processes).
  • Experience in time-series forecasting (ARIMA, Prophet, RNN/LSTM/GRU, Transformer-based models).
  • Familiarity with anomaly detection techniques to capture unexpected signals.

Prescriptive Expertise

  • Ability to move from prediction → prescription (recommend optimal actions, not just forecasts).
  • Knowledge of reinforcement learning, optimization algorithms, or decision theory.

Infrastructure Fundamentals

  • Hands-on with data pipelines (ETL/ELT, Apache Kafka, Airflow, dbt, or similar).
  • Experience with vector databases (Pinecone, Weaviate, Milvus, pgvector) for memory/state management.
  • Strong SQL + NoSQL experience (Postgres, Mongo, etc.) for structured/unstructured data.

Enterprise Connection

  • Ability to connect models into ERP, CRM, Finance, and Supply Chain systems.
  • Strong API design & integration skills (REST, GraphQL, gRPC).

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