Anda Clarke

Anda Clarke

Software Development Manager at Amazon

Iaşi, Romania
628 followers 500+ connections

About

I am part of the Compliance Shared Services tech team. We build ML systems, research, innovate, and advance the state-of-the-art to proactively identify safety and compliance risks in the e-commerce business. We leverage computer vision, NLP, LLMs to enable the analysis, validation, and data extraction from aggregated volumes of tens of millions of documents and images (such as safety datasheets, declarations of conformity, product labels), and billions of customer reviews associated with products in Amazon catalog across all marketplaces. We envision and build best in class compliance and safety software systems that enable us to meet our objectives and scale cost effectively, as we continue to expand into newer and complex businesses and grow our selection.

I specialize in the development and maintenance of horizontally scalable web applications and back-end big-data workflows. I am passionate about solving customer problems with the right technology, improving the operational maintenance of existing systems and, above all, working with motivated engineers and managers. I thrive in an environment where I can focus my time on analyzing customer needs and architecting solutions in collaboration with engineers such that I can define a roadmap that delivers value and innovation.

Activity

628 followers

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Experience

  • Amazon

    15 years 3 months

    • Software Development Manager

      Amazon

      - Present 4 years 2 months

      Iaşi, Iaşi, Romania

      - While in Amazon's Product Safety and Compliance organization, I lead a team of over 30 software engineers and managers in delivering automated solutions to evaluate if products sold on the Amazon retail websites comply with the laws and regulations of the countries they were being sold in. My organization has distributed engineering teams that work closely with science teams to build best-in-class compliance and safety software using cutting-edge GenAI and distilled ML models. I lead the…

      - While in Amazon's Product Safety and Compliance organization, I lead a team of over 30 software engineers and managers in delivering automated solutions to evaluate if products sold on the Amazon retail websites comply with the laws and regulations of the countries they were being sold in. My organization has distributed engineering teams that work closely with science teams to build best-in-class compliance and safety software using cutting-edge GenAI and distilled ML models. I lead the development of a suite of tools with the end goal of automating human operations such as risk identification, investigations, and unstructured document checks. For this purpose we built systems that perform checks on billions of documents and images every year to enable Amazon to scale its manual compliance and safety operations in a cost-effective manner. I frequently collaborate with cross-functional stakeholders to ensure the quality and reliability of the LLM prompts and custom ML models via continuous sampling and auditing of results. Additionally, I participated extensively in the technical recruiting process, conducting over 400 interviews to identify and hire top talent for the organization. I also represented the team at industry events and university lectures, sharing insights on software engineering best practices and API guidelines.

    • Software Development Manager

      Amazon

      - 5 years 10 months

      Iaşi, Romania

      - While in Amazon's Shopping Foundations Organization, I managed two software development teams building automation for digital marketing creatives. The tools we built were used to create beautifully designed messages for millions of Amazon customers, to elevate their experience and deepen the trust in the Amazon brand. We built systems that: 1) define and standardize brand and marketing events styling and customer experience guardrails; 2) self-serve visual marketing assets; 3) administer…

      - While in Amazon's Shopping Foundations Organization, I managed two software development teams building automation for digital marketing creatives. The tools we built were used to create beautifully designed messages for millions of Amazon customers, to elevate their experience and deepen the trust in the Amazon brand. We built systems that: 1) define and standardize brand and marketing events styling and customer experience guardrails; 2) self-serve visual marketing assets; 3) administer marketing content elements or artifacts for reuse; 4) track, monitor and offer performance insights of various marketing vectors like message, content and visuals. We launched Amazon's International brand and design portal (design.amazon.com) and automated more than 80% of the internal advertising campaign creatives.

    • Software Development Engineer

      Amazon

      - 5 years 3 months

      Iasi, Romania

      Working as the technical lead of the Email Tools team. The team used the Scrum methodology and I was the scrum master for 2+ years. My responsibilities were: 1) design and implement new systems and features on both the back-end and front-end, 2) migrating legacy web services to newer technologies using AWS, 3) maintaining and monitoring the health of the applications that the team owned, 4) debugging performance bottlenecks and improving the applications’ operational load. As a team leader I…

      Working as the technical lead of the Email Tools team. The team used the Scrum methodology and I was the scrum master for 2+ years. My responsibilities were: 1) design and implement new systems and features on both the back-end and front-end, 2) migrating legacy web services to newer technologies using AWS, 3) maintaining and monitoring the health of the applications that the team owned, 4) debugging performance bottlenecks and improving the applications’ operational load. As a team leader I was reviewing the designs that my peers were producing, providing in depth code reviews and advocating for best practices in software architecture principles, multithreading and performance. I was a mentor for engineers in other organizations and held tech presentations on various topics ranging, such as Javascript classes and inheritance and Java fundamentals.

  • Software Developer

    Inside Software aff. of Cegeka

    - 10 months

    Iaşi, Romania

    Working as a J2EE specialist in an AGILE environment, with Scrum, Pair Programming, Test Driven Development and Domain Driven Design methodologies. My role was to implement various user stories ranging in complexity from front-end UI features to highly-performant back-end batch processing of data. Some of the frameworks used were Spring, EJB, JSF, JDO, Hibernate and Ant.

  • Software Developer

    Synygy Europa

    - 3 years 1 month

    Iaşi, Romania

    Working as a J2EE software developer for various modules of a large scale web application, implementing new features compliant to strict functional designs. Features ranged from complex wizards to in-house developed JSF components. Other duties consisted in managing the build system and implementing Maven2 plugins that streamline a custom release process.

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