A. Bangash
@alibangash2
I am a Data Solution Architect specializing in real-time scalable data engineering.
What I'm looking for
I am a Data Solution Architect and Big Data Engineer with deep experience designing, building, and optimizing latency-conscious data platforms across cloud and on-prem environments. I specialize in real-time streaming, ETL pipeline optimization, data lakehouse architectures, and enterprise data warehousing.
I have led end-to-end cloud migrations and performance tuning projects that delivered measurable improvements—including major query performance gains and decreased maintenance overhead—while implementing governance, lineage, and compliance for regulated data domains.
I mentor and lead cross-functional teams, deploy ML models on Databricks, and apply DevOps practices (Docker, Kubernetes, CI/CD) to enable automated, reliable data operations that accelerate business insights and decision-making.
Experience
Work history, roles, and key accomplishments
Data Engineer
ProCogia
Designed, developed, and maintained ETL pipelines using Talend, SSIS, and Apache NiFi and architected dimensional data warehouses with fact-dimension modeling to support HIPAA-compliant healthcare and financial analytics.
Data Engineer
Flatiron Health
Developed scalable ETL pipelines with Apache Beam, Python, and Google Cloud Dataflow processing over 10 million financial records daily and implemented real-time feature engineering that reduced fraud-detection false positives by 18%.
Data Solution Architect
ApTask
Architected and deployed real-time data streaming infrastructure using Apache Kafka and Apache Flink, improving operational responsiveness by 35%. Led end-to-end migrations to cloud data platforms (Snowflake, Databricks, Redshift, BigQuery), improving query performance 60% and reducing maintenance overhead 70%.
Education
Degrees, certifications, and relevant coursework
University of Houston
Attended the University of Houston; degree and field not specified in the provided information.
Microsoft Certified: Azure Data Engineer Associate
Microsoft Certified: Azure Data Engineer Associate certification validating skills in designing and implementing data solutions on Microsoft Azure.
Certified Data Engineer Professional
Certified Data Engineer Professional credential; issuing organization and details were not provided.
Tech stack
Software and tools used professionally
Azure Synapse
Apache Spark
AWS Glue
Apache Flink
Talend
D3.js
Google Cloud Platform
Amazon S3
GitHub
GitLab
Kubernetes
Jenkins
CircleCI
GitLab CI
dbt
MySQL
PostgreSQL
MongoDB
SQLite
Cassandra
Hadoop
HBase
Databricks
Redis
Terraform
Jira
F#
TensorFlow
PyTorch
MLflow
scikit-learn
Kafka
Apache NiFi
Trello
Google Cloud Dataflow
Ansible
Kafka Streams
Airflow
Apache Beam
Time Analytics
SQL
Feast
Delta Lake
Great Expectations
Availability
Location
Authorized to work in
Job categories
Skills
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