AI Architect

Job Title : AI Architect

Location: Seattle, WA (Onsite)

Duration: Long Term

About US

At Vilwaa (), we are focused towards delivering IT services and solutions in Data Engineering, Cloud Infrastructure solutions , Digital Application Development, (IoT) - Internet of Things.

Job Description

AI/ML Architecture Design:

• Design and architect the time series ML lifecycle, including ingestion, feature engineering, model training, evaluation, and serving.
• Define architecture for univariate, multivariate, and predictive models (ARIMA, Prophet, LSTM, XGBoost, etc.).
• Evaluate and integrate anomaly segmentation techniques.
• Able to create complete end to end RAG pipeline.

MLOps & Lifecycle Management:

• Establish best practices for CI/CD pipelines, MLflow-based model tracking, versioning, and rollback.
• Align model deployment across batch (Databricks jobs) and real-time (AKS / Azure ML Endpoints) inference.
• Collaborate with platform teams to operationalize retraining, drift detection, and alerting.
• Data Architecture & Feature Stores:
• Design feature pipelines using Delta Lake and offline/online feature stores (e.g., Feast, Delta + Redis).
• Work with data engineering to align with Bronze Silver Gold zone processing acros Azure Data Lake

Stakeholder Collaboration:

• Partner with product owners, energy engineers, and visualization teams to translate insights into actionable dashboards and external APIs.
• Lead data scientists and ML engineers to design, prototype, and productionize energy optimization models

Teck Stack:

• Azure Databricks, Azure ML, Azure Kubernetes Service, Delta Tables , Azure Data Lake Gen2,
• Azure Blob Storage, Time series, Predictive Modelling, RAG/LLM based Gen AI.

Mandatory Skills: AI for Product Software Engineering .