Ashish Shrestha
@ashishshrestha2
Data engineer specializing in cloud-native, scalable analytics solutions.
What I'm looking for
I am a results-driven Data Engineer with over 6 years of experience designing and implementing scalable data solutions across AWS, Google Cloud, and Microsoft Azure. I specialize in end-to-end data analytics, ETL pipeline development, data warehousing and lakes, and have delivered measurable improvements such as 50% reduction in query complexity, 35% faster warehouse query performance, and 60% faster Spark processing.
I build secure, compliant data platforms (HIPAA, GDPR) using tools like Apache Spark, AWS Glue, Snowflake, dbt, Kafka, Terraform and Kubernetes, and I collaborate closely with data scientists to operationalize ML workflows. I emphasize automation, cost optimization, observability, and strong DevOps practices to drive reliable, production-ready data products.
Experience
Work history, roles, and key accomplishments
Data Engineer
Spring Health
Dec 2022 - Present (2 years 10 months)
Developed and optimized ETL and real-time pipelines using AWS Glue, Lambda, Step Functions, Airflow and Kafka for behavioral health analytics, reducing processing time by 60% and improving data accuracy by 40% while ensuring HIPAA/GDPR compliance.
Data Engineer
Wells Fargo
Feb 2020 - Sep 2022 (2 years 7 months)
Led multi-cloud data platform migrations and built ETL pipelines with Spark, ADF and Dataflow, reducing processing times by 35%, cutting cloud costs 20% and improving pipeline reliability by 40% for financial datasets.
Data Engineer
Texas Mutual Insurance Company
Dec 2018 - Jan 2020 (1 year 1 month)
Designed and implemented ETL workflows and Redshift data warehouse solutions using AWS Glue and Spark, improving processing speed by 30% and reducing integration time by 35% for claims and underwriting data.
Education
Degrees, certifications, and relevant coursework
Ashish hasn't added their education
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Tech stack
Software and tools used professionally
Amazon Redshift
Fivetran
Azure Synapse
Apache Spark
AWS Glue
Apache Flink
AtScale
Data Studio
Amazon Quicksight
AWS IAM
Microsoft Azure
Google Cloud Platform
Amazon S3
Google Cloud Storage
AWS Step Functions
GitHub
Kubernetes
AWS CodePipeline
Jenkins
GitHub Actions
NumPy
Pandas
PySpark
AWS Glue DataBrew
dbt
MySQL
PostgreSQL
MongoDB
Cassandra
Hadoop
HBase
Gmail
Django
.NET
Google Analytics
Databricks
Terraform
AWS CloudFormation
Azure DevOps
Jira
Java
ASP.NET
JSON
XML
Azure Machine Learning
TensorFlow
PyTorch
MLflow
scikit-learn
Kafka
Grafana
Prometheus
Linux
macOS
Windows
Datadog
Google Cloud Dataflow
Avro
AWS Lambda
Serverless
Airflow
Root Cause
Google BigQuery
Amazon Web Services (AWS)
SQL
ServiceNow
AWS KMS
Mode Analytics
LangChain
Delta Lake
Great Expectations
Availability
Location
Authorized to work in
Job categories
Skills
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