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Partab Rai

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I’m a data architect and engineering leader with 15+ years of experience building enterprise data platforms, cloud-based integration pipelines, and analytics ecosystems across multiple industries—especially aviation.

About

I’m a data architect and engineering leader with 15+ years of experience building enterprise data platforms, cloud-based integration pipelines, and analytics ecosystems across multiple industries—especially aviation. I design conceptual, logical, and physical data models, define source-to-target mappings, and establish governance, metadata, and lineage so data products remain consistent and trustworthy for downstream reporting.

I’ve worked extensively with AWS and Azure (S3/RDS/Redshift/Lambda/Glue; Lakehouse platforms, Databricks, Fabric/OneLake, ADF/Events, Snowflake, and Unity Catalog). I also bring DevOps and security practices into data delivery—automating CI/CD, enabling zero-downtime deployments, and implementing fine-grained authorization and policy-driven access. I enjoy modernizing legacy data estates, enabling operational and enterprise analytics, and using AI/LLM-assisted workflows to accelerate testing and analytics development.

  • 22 years' experience
  • Joined September 2026

Industry experience

  • Energy & Utilities
  • Telecommunications
  • Financial Services
  • Government
  • Healthcare
  • Education
  • Other
  • Transportation & Logistics

Work experience· 12 roles

Senior Data Engineering & Architect Developer · Orion Inc. / JSI TelecomNov 2025 – Present · 1 yr 1 mo

Architected Kubernetes-native deployments for mission-critical platform components using AKS and Kubernetes with autoscaling, rolling updates, and fault-tolerant microservices. Partnered across engineering and platform teams to translate data platform requirements into secure, scalable delivery patterns. Implemented CI/CD with GitHub Actions and Azure DevOps for continuous delivery, policy validation, and zero-downtime deployments. Designed secure authentication/authorization using Keycloak (OIDC/JWT), OpenFGA (RBAC), and OPA (ABAC) for fine-grained governance. Built large-scale AWS data lakehouse patterns using Trino, Lakekeeper, and Apache Iceberg and established monitoring with Prometheus, Grafana, and Flink. Reduced QA effort by 60% using Claude/GPT test agents generating TestRail cases and unit test code; also built MCP-server agentic platforms for autonomous pipeline orchestration.

Senior Data Engineer/Architect & AI Analytics Cloud DevOps Engineer · Nova Chemical – TCSJul 2025 – Oct 2025 · 4 mos

Architected a scalable Azure lakehouse integrating SAP CRM, Oracle, and MySQL using Azure Data Factory, Databricks, and Azure DevOps pipelines. Optimized ETL/ELT and improved throughput/reliability by addressing real-time feed issues via ADF, Databricks, and Azure Event Hub. Deployed and managed AKS clusters for scalable, highly available data workloads. Delivered low-code business solutions using Power Platform (Power Apps, Power Automate, Power BI, Dataverse) integrated with enterprise ERP systems. Conducted KPI creation, data profiling, cataloguing, and lineage mapping for SAP-sourced ETL/ELT; identified anomalies to prevent reporting disruptions. Assessed existing Azure data platform architecture and delivered strategic improvement plans for scalability, reliability, and governance.

Senior Data DevOps Cloud Engineer & Architect — DevOps Deployment Manager · Air Canada – IBMAug 2022 – Jun 2025 · 2 yrs 11 mos

Supported enterprise data and digital transformation initiatives evolving operational data capabilities for analytics and downstream applications. Managed DevOps deployments across pods for Azure Fabric services and designed/maintained enterprise ETL/ELT pipelines using ADF, Databricks, Snowflake, and Azure ADLS/OneLake. Built CI/CD using Databricks Asset Bundles (DABs), Azure DevOps, and Git for version control and zero-downtime deployment. Designed pipelines aligned to canonical data models with consistent schema definitions in Unity Catalog across airline reservation, operations, and revenue domains. Applied IATA standards to ensure interoperability and alignment with aviation/regulatory reporting needs. Implemented Databricks Mosaic AI/Genie for generative and multi-agent AI applications, and created LLM-driven analytics workflows using Ollama, LangChain, and vector databases (Pinecone/Weaviate). Delivered Spark Streaming frameworks with Python and Event Hub for real-time and batch

Senior Big Data Cloud Engineer & AI Analytics Developer · Teck ResourcesJan 2022 – Aug 2022 · 8 mos
Full Stack App Developer – Data Engineer / Technical Deployment Lead · Chevron Inc.Feb 2021 – Dec 2021 · 11 mos
Data & ETL Engineering Consultant · SDK TEK Inc.Oct 2020 – Dec 2020 · 3 mos
Manager Advanced Applications / Cloud Technical Data Lead · Accenture / Plan IT Inc.Feb 2017 – Aug 2020 · 3 yrs 7 mos
Full Stack Application Data Developer Analyst · Husky Energy Inc.Dec 2010 – Jan 2017 · 6 yrs 2 mos

Education· 7

Postgraduate Program – Generative AI and Machine Learning · Edureka in collaboration with Illinois Institute of Technology, USA2025
Postgraduate Studies – Machine Learning / Data Mining / Software Engineering · University of Alberta, Canada2008
MSc. Automation Engineering (Artificial Intelligence) · University of Loughborough, England1993
Postgraduate Program – Generative AI and Machine Learning · Edureka in collaboration with Illinois Institute of Technology, USA2025

Certifications and awards· 12

P.Eng. – Professional Engineer (APEGA)2000 – 2026
PMI-ACP – Agile Certified Practitioner (Project Management Institute)2017 – 2026
PMP – Professional Project Manager2017 – 2026
Azure AI-900 – Azure AI Fundamentals (Microsoft)2021 – 2026

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