
Agentic AI Innovator
1 week ago
At Twinamics, we are on a mission to revolutionize the way businesses operate by leveraging cutting-edge agentic AI technology. As an Artificial Intelligence Engineer, you will play a pivotal role in designing and implementing state-of-the-art AI systems that drive real-time intelligence and autonomous actions.
We transform data into actionable insights and execute business-critical decisions through our proprietary DIPPCAA Engine. This end-to-end Data-to-Action Infrastructure connects data, reasons over it, and executes decisions via AI Employees (AI-CXOs and their Agent Workforce).
Key Responsibilities- Agentic AI System Design: Design and implement agentic AI systems with stateful reasoning, memory, and orchestration.
- Digital Twin AI Employees: Develop Digital Twin AI Employees (e.g., Finance CXO, Sales Lead) using LLMs, SLMs, and custom orchestration logic.
- Enterprise Integration: Integrate AI agents with enterprise systems (ERP, CRM, WhatsApp, Accounting APIs, Voice Platforms).
- Plug-and-Play AI Templates: Build plug-and-play AI templates for cross-industry use cases (hospitality, manufacturing, supply chain, logistics).
- Scalability Optimization: Optimize for scalability: retries, fail-safes, state persistence, and performance tuning.
- Machine Learning and Deep Learning: Strong background in Machine Learning and Deep Learning (esp. time-series & sequential modeling).
- LLMs and SLMs: Experience with LLMs, SLMs, or hybrid architectures for reasoning + prediction.
- Probabilistic Modeling: Knowledge of probabilistic modeling (Bayesian methods, Monte Carlo, Markov Decision Processes).
- Time-Series Forecasting: Experience in time-series forecasting (ARIMA, Prophet, RNN/LSTM/GRU, Transformer-based models).
- Anomaly Detection: Familiarity with anomaly detection techniques to capture unexpected signals.
- Prediction to Prescription: Ability to move from prediction → prescription (recommend optimal actions, not just forecasts).
- Reinforcement Learning: Knowledge of reinforcement learning, optimization algorithms, or decision theory.
- Control Systems: Familiarity with control systems for closed-loop feedback in enterprise workflows.
- Data Pipelines: Hands-on with data pipelines (ETL/ELT, Apache Kafka, Airflow, dbt, or similar).
- Vector Databases: Experience with vector databases (Pinecone, Weaviate, Milvus, pgvector) for memory/state management.
- Data Architecture: Strong SQL + NoSQL experience (Postgres, Mongo, etc.) for structured/unstructured data.
- API Design & Integration: Ability to connect models into ERP, CRM, Finance, and Supply Chain systems.
- API Design: Strong API design & integration skills (REST, GraphQL, gRPC).
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