Manan Vora
Software Development Engineer @Amazon
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WORK HISTORY
Software Development Engineer @Amazon
Bengaluru, IN
Designed and built an automated, centralized pipeline for third-party vendor data ingestion into an existing data lake- Designed and implemented the team’s first ML-based address validation API for US and UK last-mile logistics, integrated with SageMaker models; delivered backend, frontend, testing, monitoring, and dashboards. Optimized ingestion time of million US records into OpenSearch by 96%, achieving 96% accuracy for UK and 80%+ accuracy for US invalid address detection. Built auditing tools that reduced review time by 98%- Awarded Leader in Bias for Action for leading recovery of a high-risk deployment that caused order drops; fixed a complex bug within a week through cross-team collaboration; unblocked security initiatives and risk cleanups stalled for 3+ years; ensured continued use of rollout tools critical for operational stability- Led infrastructure upgrades including JDK migration and authentication improvements; resolved latency and thread-stuck issues affecting availability; fixed 20+ ingestion jobs to improve global validation accuracy; handled 150+ on-call tickets; mentored engineers and interns; ran office hours; and earned two OE awards- Led an org-wide migration across regions, reducing server footprint in the original region by migrating 375+ OpenSearch hosts across 13 countries. Upgraded clusters, resolved cross-region networking, optimized instances to cut costs by 50%, and developed dashboards and alerts to ensure a stable rollout.
EDUCATION
Jadavpur University
Bachelor of Engineering - BE, Information Technology
La Martinere College
ICSE
La Martinere College
ISC, Science
ABOUT MANAN VORA
Graduated from Jadavpur University with a Bachelor of Engineering in Information Technology, I am currently a Software Development Engineer at Amazon. My role involves designing scalable solutions, including an automated data ingestion pipeline and an ML-based address validation API for last-mile logistics, enhancing accuracy and operational efficiency. My core competencies include high-level design, programming, and software development with a focus on cloud-based solutions. I value collaboration and continuous learning, and I am motivated to contribute to impactful projects that drive efficiency and innovation.
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