Monish Khambhati
Data Engineer @Mobsquad
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WORK HISTORY
Data Engineer @Mobsquad
Vancouver, BC, CA
Continuing my Data Engineering role and duties with The Honest Company– Played a key role in developing a resilient Python-based integration platform on Kubernetes, replacing Mulesoft and achieving a 90% cost reduction annually. Enabled seamless data flow across business systems, directly supporting $XM+ in revenue.– Built and scaled an efficient data ingestion and modeling infrastructure using Python and dbt, delivering critical business insights and supporting point-of-sale reporting across 15+ top retailers.– Designed and built a high-throughput Python data extraction service orchestrated by Airflow to move large-scale data from an Oracle database to S3 for downstream ingestion into Redshift, supporting incremental and full refresh workflows and significantly improving data quality, availability, and performance across tables with millions of rows.– Contributed to migrating production Airflow workloads from Astronomer to an in-house Kubernetes platform by implementing CI/CD automation, validating workflow execution on Helm-managed deployments, and supporting platform stabilization, resulting in a 10x cost reduction and sustained 99% uptime monitored via Grafana dashboards.– Introduced innovative frameworks like dlt that accelerated the development of data ingestion jobs by an estimated 40%, demonstrating transformative thinking that expanded organizational capabilities.– Migrated 4 CI/CD pipelines from Jenkins to GitHub Actions, reducing deployment time by 60% and enabling faster, more reliable integration platform releases.– Spearheaded the retirement of AWS OpsWorks, migrating data jobs from Talend to Airflow, reducing operational overhead, and modernizing cloud architecture with Terraform and AWS Systems Manager.
EDUCATION
Gujarat Technological University (GTU)
Bachelor of Engineering - BE, Information Technology
California State University, Long Beach
Master of Science - MS, Computer Science
ABOUT MONISH KHAMBHATI
Accomplished Data Engineer with 5+ years of experience architecting resilient data solutions and modernizing integration infrastructure. Consistently exceeding expectations through technical excellence and project leadership- Expertise in end-to-end data pipeline development, enterprise system integration, infrastructure modernization, and cloud-native architecture. Demonstrated success in delivering mission-critical migrations and integration platforms that directly impact business revenue with a proven track record in automating workflows, optimizing data processes, and enhancing system reliability- Known for driving progress by anticipating organizational needs, implementing methodical testing procedures, and managing ambiguity effectively- Ready to leverage technical expertise and leadership capabilities as a Software Data Engineer or Data Platform Engineer to transform data infrastructure and deliver exceptional business value.Github: https://github.com/moni2096
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