Abu Mohammad Tariqul Ismail

AWS Solutions Architect — Cloud/Data/ML Leader
tariqulismail@yahoo.com Dhaka, Bangladesh linkedin.com/in/tariqulismail/
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Professional Summary

Visionary AWS Solutions Architect with 10+ years' experience driving cloud-native transformations across enterprise data landscapes. Proven journey from Data Engineering to ML Cloud Engineering, delivering scalable, high-value analytics and AI/ML solutions. Expert in AWS architectures (Redshift, Glue, EMR, Lambda, Athena, SageMaker), data warehouse migrations, and CI/CD DevOps automation. Recognized for technical leadership, innovative problem solving, and pre-sales/client engagement excellence. Poised to lead mission-critical AWS initiatives as a trusted architect, mentor, and delivery champion.

Key Skills

AWS: Redshift, Glue, EMR, Lambda, Athena, S3, SageMaker
Data Engineering: Spark, Hadoop, Talend
Python (ETL, orchestration, automation)
Machine Learning & AI Workflows
DevOps: Terraform, Docker, CI/CD Pipelines
Power BI/Tableau Visualization
Cloud Solution Architecture & Pre-Sales
Team Leadership & Agile/Scrum
Client-Facing Communication & Mentorship

Certifications

Impactful Projects

Global Retail Data Modernization (2023, Team Lead)

  • Architected and led an end-to-end migration of on-prem EDW to AWS Redshift with Glue & Lambda orchestration.
  • Designed serverless ETL with Python/Terraform and automated CI/CD, reducing manual deployment by 80%.
  • Enabled advanced analytics and executive dashboarding with Athena, QuickSight, and Tableau integration.
  • Result: Reduced total infrastructure costs by 35% and improved analytics delivery speed by 50%.

Real-Time ML Insights on AWS (2022, Solution Architect)

  • Led a predictive analytics platform using SageMaker, EMR (Spark), and Lambda event triggers.
  • Deployed ModelOps with Docker-based CI/CD and Terraform-managed infrastructure.
  • Partnered with business units for requirements scoping and value realization via Power BI.
  • Impact: Enabled 24/7 real-time insights, boosting user engagement by 30%.

Automated Analytics Framework for FinTech (2021, Analytics Lead)

  • Built reusable pipeline frameworks with AWS Glue, Talend, and Python.
  • Implemented infrastructure-as-code standards (Terraform) and integrated with Power BI reporting layers.
  • Outcome: Reduced data onboarding time by 70%, empowering rapid analytics for 15+ clients.

Work Experience

Lead ML Cloud Engineer & AWS Data Architect

www.tariqulismail.com (2023 – Present)
  • Designed and governed AWS architectures for 10+ global clients, focusing on data lake, analytics, and ML enablement.
  • Delivered multi-cloud (AWS/GCP) solutions, major migrations, and cloud-native analytics products using Terraform and Docker.
  • Mentored engineering teams, established Agile/Scrum best practices, and led high-impact pre-sales efforts.
  • Recognized for cross-functional collaboration and accelerating project delivery via DevOps automation.

Senior Data Engineer & Solutions Lead

Prime Bank Limited (2018 – 2022)
  • Led architecture and delivery of large-scale ETL and cloud migration projects using AWS Redshift, Glue, and Spark/Hadoop.
  • Managed Talend-based data integration, built repeatable automation with Python and Docker.
  • Championed Power BI/Tableau rollout and self-service analytics for business units.

Data Engineer

United Commercial Bank (2011 – 2017)
  • Built foundational ETL workflows, optimized data pipelines, and supported data warehousing for various financial and telecom clients.
  • Automated reporting and advanced analytics using Python and Tableau.

Senior Software Engineer

Leads Corporation (2006 – 2010)
  • Developing web based Banking S/W developed by ASP .Net, C#.Net 2005, Crystal Reports, Oracle 10g.
  • Designed and optimized complex SQL queries, stored procedures, and triggers to support applications.

Education & Training