This comprehensive guide provides ten essential tips to help business leaders effectively integrate AI into their operations and overall business strategy.
Hans Granqvist
Hans Granqvist
San Jose, CA, USA
Combining long-term technical strategy with rapid product innovation.
Hans Granqvist is a seasoned leader who combines tech strategy with product innovation. He’s helped build and scale engineering teams at Netflix, LinkedIn, and Datadog, driving growth along the way. Hans has built cutting-edge data platforms, led global projects, and worked on internet identity and payment systems. He enjoys turning engineering challenges into smart, innovative solutions and creating spaces where teams can do their best work.
Work
Datadog Resource Catalog
https://docs.datadoghq.com/infrastructure/resource_catalog/One of the many products and services built on top of our data platform
Cleanlab TLM
https://tlm.cleanlab.aiCleanlab TLM adds real-time evaluation of every response in GenAI, RAG, LLM, and Agent systems in one line of code.
Experience
Noosphere Technologies
Interim Chief Technology Officer
Jan 2024 - Present
Noosphere Technologies specializes in creating trust infrastructure for digital media in the GenAI/LLM era, addressing digital identity, authenticity, and provenance.
- Assisted in pivoting company towards securing funding and refining business model in trust infrastructure space.
- Engaged in strategic architectural decisions and hands-on technical contributions due to early-stage nature of the company.
- Played an instrumental role in addressing the challenges of distinguishing genuine from fake digital content in a post-truth landscape.
Cleanlab
Head of Engineering
Feb 2024 - Jul 2024
Pioneered at MIT and proven at Fortune 500 companies, Cleanlab provides the world's most popular Data-Centric AI software, focusing on automatically curating data/knowledge for trusted AI responses.
- Delivered full-stack AI SaaS and APIs, including Trustworthy Language Model, with a dedicated team of 12 engineers, advancing Cleanlab's product suite.
- Expanded SaaS to self-hosting capabilities in under 6 weeks, significantly increasing the company's ability to land key new accounts.
- Led product planning efforts, successfully aligning key priorities and stakeholder expectations, ensuring project alignment and efficiency.
- Optimized CI/CD processes, reducing on-call issues by 50% and achieving a 2x increase in delivery velocity, thereby enhancing operational efficiency and product deployment timelines.
Datadog
Director Of Engineering
Dec 2021 - Jan 2024
Datadog provides cloud-scale monitoring and security for metrics, traces and logs in one unified platform.
- Created a new data platform that supported the launch of over 25 products, significantly increasing product adoption rates.
- Successfully led a team of 30 engineers and managers, emphasizing rapid delivery and cross-functional collaboration with top executives.
- Achieved a 20x growth in ingest/query volumes while doubling team size and improving performance & cost metrics by 25%.
LinkedIn
Senior Engineering Manager
Aug 2018 - Mar 2021
LinkedIn is a professional networking site that allows its members to create business connections, search jobs, and find potential clients.
- Led a team of 25 engineers and managers to develop a scalable media infrastructure, handling 100M+ daily media uploads and managing 1M+ queries per second, while maintaining over 99.99% availability.
- Created and implemented LinkedIn’s media strategy and long-term roadmap, fostering cross-organizational collaboration to support the growing demand and doubling data volumes.
LinkedIn
Senior Engineering Manager
Apr 2017 - Aug 2018
- Led the Performance Apps Team of 20 engineers, developing tools and services like Dyno, EKG, and RUM to optimize service performance, saving over $50M annually.
- Managed projects with real-time requirements, processing billions of daily events, including classifying every exception frame thrown across LinkedIn's global fleet.
- Defined and began implementation of infra chargeback systems to calculate the actual dollar cost of serving content, rolling this out to major backend infrastructure teams.
LinkedIn
Engineering Manager
Sep 2015 - Apr 2017
- Optimized LinkedIn’s website performance, leading a team of 20 engineers to achieve a 20% faster site speed.
- Implemented comprehensive tooling at LinkedIn, resulting in over $50M yearly reduction in operational costs.
Roku
Sr. Manager, Web Services
Jun 2014 - Aug 2015
Roku is a leader in the television streaming industry, offering a range of products and services including smart TVs, streaming players, and its own streaming platform that hosts Roku Originals.
- Assembled and led a team of 10 engineers to successfully launch Roku Feed, Roku's inaugural AWS service, achieving an impressive 99.97%+ global uptime.
Motion Picture Laboratories, Inc. (MovieLabs)
Senior Researcher
Apr 2014 - Jul 2014
MovieLabs is a non-profit research and development joint venture founded by the major Hollywood studios, focused on advancing film and TV industry technologies.
- Researched technologies for distribution and use of consumer media, focusing on the cloud-based digital rights system “Ultraviolet”
- Created a Java reference implementation for the Ultraviolet system’s metadata, contributing to the development and standardization of digital rights management technologies
Millicom (Tigo)
Chief Technology Officer
Apr 2013 - Jul 2014
Millicom (Tigo) is a leading provider of fixed and mobile telecommunications services in Latin America, offering a broad range of digital services and products.
- Hired and led a team that grew from 0 to 20+ to successfully create and deploy new digital entertainment services, including a video-on-demand service and a social TV guide across multiple regions.
- Designed and implemented a comprehensive cloud-based AWS deployment strategy, integrating and evaluating third-party products and services to enhance the service offerings.
- Managed the production of several core components, like utilities, libraries, and recommendation systems, demonstrating hands-on technical leadership and coding skills.
- Achieved the launch of a full-featured digital product incorporating billing, DRM streaming, and video ingestion in less than a year, showcasing rapid development and deployment capabilities.
Netflix
Sr. Software Engineer
Oct 2008 - Feb 2012
At Netflix, we want to entertain the world. Whatever your taste, and no matter where you live, we give you access to best-in-class TV series, documentaries, feature films and mobile games.
- Owned the personalized title and character similarity systems serving 1B+ daily requests, resulting in a 20x performance improvement after migrating to AWS and rearchitecting the services.
- Developed the Zuul API gateway, processing 2B+ daily requests.
Yubico
CTO & Principal Engineer
Jun 2007 - Oct 2008
Yubico invents and offers the YubiKey for multi-factor authentication, pioneering phishing-resistant security globally. It sets standards in secure access across multiple devices and internet accounts.
- Led the early stage development as the CTO & first non-founding engineer, shaping the initial direction and technology of the pioneering YubiKey product.
- Established and expanded Yubico's presence in the US by setting up the first office and building the initial team in the Plug and Play incubator.
- Conceptualized and developed Yubico's initial public REST API and client-side libraries, establishing a foundation for scalable, secure authentication solutions.