Role & Responsibilities:
- Design and architect multi-layered ML solutions using Azure AI Foundry and ensuring they are robust, scalable, and production-ready.
- Defining and implementing robust integration strategies between legacy control software (e.g., VB6) and up-to-date Azure ML platforms, ensuring seamless data flow, scalability, and strict data security governance.
- Architecting, developing, and deploying advanced machine learning and deep learning models specifically for curve prediction and automated quality scoring.
- Designing and implementing sophisticated optimization engines to automate precision movements with micron-level accuracy.
- Leading the transition from manual operator heuristics and rule-based systems to automated, data-driven logic and decision-making processes.
- Design and architect multi-layered Agentic AI solutions using Azure AI Foundry and LLM Orchestration frameworks (e.g., LangGraph, Semantic Kernel).
- Define the technical roadmap for "Plan-and-Execute" agentic loops, specifically for unstructured data extraction and autonomous system updates.




- Lead model selection and evaluation strategies, comparing high-reasoning models like Claude 3.5 Sonnet with open-weight alternatives (Llama 3.1) for cost and performance optimization.
- Performing extensive data pre-processing on historical calibration data to train and validate models, and building robust production monitoring, alerting, and retraining scripts.
- Continuously enhancing, modifying, optimizing, and maintaining existing ML models to improve performance, accuracy, and efficiency.
- Working closely with external and internal stakeholders to define requirements for ML use cases, gather feedback, and drive solution enhancements.
- Generating actionable insights from large datasets and effectively communicating complex analysis results and model performance to clients and internal stakeholders.
- Provide technical leadership to MLEs and Platform engineers to ensure architectural ali

📌 Technical Architect Machine Learning (Karnataka)
🏢 Quantiphi
📍 Karnataka