# Emon M. > Senior Software Engineer at Amazon with 14+ years of experience building large-scale distributed systems and platform infrastructure on critical business and customer paths. Location: Bothell, Washington, United States Profile: https://flows.cv/emon I’m a Senior Software Engineer at Amazon with 14+ years building large-scale distributed systems and platform infrastructure across media, ads, commerce, and ML-driven decision pipelines. Today I’m in Amazon’s Creators & Associates org, leading design and execution of AI-driven risk and policy enforcement platforms at massive scale. I build systems that replace manual review with automated, agentic workflows—combining ML inference, large-scale web crawling, and real-time decisioning—supporting thousands of new signups daily and continuous monitoring across millions of creator and affiliate properties across marketplaces. My work is platform-first: decoupled architectures, resilient pipelines, cross-marketplace intelligence, strong observability, and cost-efficient scaling under sustained load. Before this, I worked in Prime Video across Commerce and Catalog/Media Supply Chain. In Commerce, I built revenue-critical backend systems powering offers, subscriptions, and transactions across markets, and contributed to major launches including ad-supported video (India-first, later global) and Prime Video ads—requiring tight integration across ads, playback, monetization, payments, and commerce. In Catalog/Media Supply Chain, I worked on complex content lifecycle problems and helped build early ML-assisted automated dubbing workflows, improving localization velocity and global content readiness. Earlier in my career, I built ad tech and search/targeting platforms (Walmart Labs, RockYou) and correctness/throughput-sensitive systems in finance and enterprise software (Morgan Stanley, IBM), which shaped my bias for systems that are fault-tolerant, measurable, and operable. I’m most effective in ambiguous, high-impact spaces where scale is unforgiving and correctness, latency, reliability, and cost must be balanced at once. Interests: distributed systems, platform architecture, large-scale data pipelines, agentic AI systems, vector search, ML-driven decision platforms, and web crawling at scale. ## Work Experience ### Senior Software Engineer @ Amazon Jan 2020 – Present | Seattle, Washington, United States I currently work in Amazon’s Creators and Associates organization, where I design and lead AI-driven risk and policy enforcement platforms operating at massive scale. These systems replace manual review with automated, agentic workflows that combine machine learning inference, large-scale web crawling, and real-time decisioning, supporting thousands of new creator signups daily and continuous monitoring across millions of creator and affiliate properties spanning multiple marketplaces. My focus is on platform architecture: decoupled ingestion and decision pipelines, cross-marketplace intelligence, resilient data flows, observability, and cost-efficient scaling under sustained growth. Previously, I spent several years in Prime Video(PV), working across Commerce and Catalog domains. In PV Commerce, I contributed to foundational launches including Channels and large-scale initiatives such as Ads, requiring deep integration across ads, playback, monetization, and commerce systems. I later moved to PV Catalog and Media Supply Chain, where I worked on content lifecycle problems and helped build early ML-assisted and automated dubbing workflows, improving global content readiness and localization velocity. Across roles, my work consistently centers on distributed systems and platform engineering in designing fault-tolerant systems that scale by construction, minimize operational overhead, and create long-term technical leverage. I’m frequently brought into ambiguous, high-impact problem spaces where system boundaries are unclear and correctness, latency, and reliability all matter simultaneously. My technical interests include distributed systems, platform architecture, large-scale data pipelines, agentic AI systems, ML-driven decision platforms, and web crawling at scale. I value first-principles thinking, clear ownership models, and building systems that continue to compound value over time. (Internal international transfer from Amazon India to Amazon US in 2022) ### Senior Software Engineer @ Walmart Labs Jan 2018 – Jan 2020 | Bengaluru, Karnataka, India One of the founding engineers in Walmart’s Bangalore-based Ad Tech team, contributing to core search and targeting infrastructure. Designed and implemented a high-performance catalog search REST API using Play Framework, SOLR, and Scala, delivering significantly lower latency and finer-grained search capabilities than the legacy system. Re-architected a Ruby on Rails–based data pipeline that moved 120M+ rows from Hive to SOLR biweekly. Migrated it to Scala using Future-based concurrency, resulting in a 75% reduction in runtime and eliminating a MySQL-based buffering layer. Developed scalable Ad Targeting APIs for order management and filtering logic in Scala and Play, supporting Walmart’s personalized advertising engine. Actively contributed to hiring, mentoring, code and design reviews, and growing the engineering culture within the newly established Bangalore Ad Tech team. ### Principal Software Engineer @ RockYou Jan 2017 – Jan 2018 | Bengaluru, Karnataka, India -Tech Lead and first engineer on RockYou's Bangalore Ads Engineering team. -Built Ad platform for RockYou Ad network for both SSP and DSP. -Focused on writing reusable, maintainable and unit testable code. -Hired and trained new engineer. ### Lead Software Developer @ Greytip Software Pvt. Ltd. Jan 2016 – Jan 2017 | Bengaluru, Karnataka, India -Worked on various POCs of new frameworks , tested them on larger scale, implemented new stacks for existing applications to cut down cost of running services, addressed reliability issue of apps during high volume days, code review and mentored junior developers. -Developed framework to solve timezone issue faced during scaling application(HR app depended heavily on accuracy and flexibility of time/date ) to various countries. -Wrote utilities to handle time and dates at Browser level and backend level to guarantee consistency. -This framework eliminated the need of running servers in different timezones to match users and hence reducing hardware costs significantly. ### Manager - Technology @ Morgan Stanley Jan 2016 – Jan 2016 | Bengaluru, Karnataka, India -Worked on dev team that looked after trade allocation application post exchange execution. -Wrote java app that converted messages from one format to another. e.g. FIX to XML based on configuration. Conversion logic hosted in child process that ran independent of core process and as a adapter and it could be plugged in. Parser was high throughput process that is capable of transforming 50k messages in a second. -Participated in design discussions, reviewed code of other team members ### Senior Associate - Technology @ Morgan Stanley Jan 2014 – Jan 2015 | Bengaluru, Karnataka, India - Worked on improving stability and infrastructure of application. - Wrote Java based framework for intelligent logging in application using AOP and Yammer to gather business and technical metrics of application . Framework ran demon processes on unix boxes that would collect data in real time and push to Splunk for visualisation. ### Software Developer @ IBM India Software Labs Jan 2014 – Jan 2014 | Bengaluru, Karnataka, India I worked here as full stack developer and built performance sensitive Java based softwares called B2B Integrator client and server side that helped industries manage real time data transaction and billions of files transfer without much manual intervention. This software used messaging, servers, multiple databases and supported most of the Linux and Windows flavors (for offline installations) and ran micro services for web endpoint. https://www.ibm.com/in-en/marketplace/b2b-gateway-software ### System Engineer @ Tata Consultancy Services Jan 2011 – Jan 2013 | Bengaluru, Karnataka, India Worked as full stack developer. Developed and Optimized Java/J2ee based complex enterprise level web applications on Hibernate,Spring, JSF frameworks with JSP, XHTML and Jquery at front end. The application facilitated group insurance products. ## Education ### Bachelor of Technology - BTech in Computer science and engineering SRM University (Sri Ramaswamy Memorial University) Jan 2007 – Jan 2011 ### Bachelor of Technology - BTech in Computer Science SRM IST Chennai Jan 2007 – Jan 2011 ## Contact & Social - LinkedIn: https://linkedin.com/in/emonmishra --- Source: https://flows.cv/emon JSON Resume: https://flows.cv/emon/resume.json Last updated: 2026-03-22