Daniel Baez

Motive has been an incredible journey. From the start, I believed deeply in our mission. As a Chilean and a student of my country’s history, I understand how essential logistics and goods distribution are to maintaining a functioning social contract.

I joined when our engineering team was still small—around 40 engineers working closely with the CTO in downtown San Francisco. Those early days were some of the most inspiring of my career.

Starting as an individual contributor, I delivered foundational improvements to our core systems. My first project was building a language-agnostic point-query cache layer, which reduced database load and remains in production six years later, handling hundreds of thousands of requests per second during peak hours.

Over time, I drove several key backend initiatives focused on performance, evolution, and reliability, including:

• Introducing connection pooling for high-throughput I/O resources such as Redis.
• Establishing the practice of feature-flagging critical releases — now a company-wide standard.
• Developing tracing libraries in both Golang and Rails, initially for my own needs but later adopted organically by over 100 projects as the de facto standard.

As the company scaled, our monolithic “platform” team split into specialized groups, and I transitioned to the IoT Platform team—critical to Motive’s identity as an IoT and AI company. At the time, the team had only two engineers. I took ownership of one of our primary ingestion pipelines for edge-to-cloud data transfer, which today handles roughly 40% of all uploads—about 60 million per week.

The work I’m most proud of, however, is leading the complete reinvention of our configuration system—a backbone of Motive’s operations. During the 2023 holiday period, I assumed responsibility for the system, which was in crisis yet crucial to several upcoming launches.

At the time, configuration updates could take up to 60 hours to reach the edge, and provisioning a new configuration could take two weeks. I worked relentlessly to bring the system back to life and make configuration real-time and observable across all product lines.

Key Contributions

• Designed a hierarchical profile structure (company → vehicle → device) enabling fine-grained configuration of different device populations.
• Introduced full visibility and monitoring across all configuration flows.
• Re-engineered the pipeline to be event-driven, reducing end-to-end latency from days to seconds.
• Delivered a new back-office experience, enabling new settings to be created and rolled out instantly.

Impact

• Made global configuration pushes possible — we can now reconfigure millions of trucks multiple times per day.
• Became the foundation for all 15+ AI models running across continents; every model depends on this system’s flexibility.
• Enabled A/B testing capabilities as a natural by-product of the design.
• Provided an unmatched trial experience, allowing behavior changes on demand for enterprise customers such as Cintas and FedEx.
• Integrated configuration directly into the edge-developer workflow, so declaring a setting in code automatically exposes it to live fleets through admin tools.

My time at Fitbit offered invaluable experience with global-scale architectures—the largest platform I’ve worked on so far. I gained hands-on exposure to industry-standard practices for Kafka and large-scale deployments over distributed systems like Mesos, a precursor to Kubernetes.

Together with the team, I was responsible for managing and optimizing critical services during high-demand periods, including Thanksgiving and Christmas, ensuring stability and scalability under heavy traffic.

We also developed a tool called SIMPL—a web interface that streamlined microservice development with guided, wizard-like workflows. SIMPL accelerated development across the company and improved maintainability by serving as a central source of truth for software artifact ownership.

Working at The Meet Group was a fast-paced, high-impact experience where I honed my skills in system integration and technical leadership. I joined just as the company had completed a major acquisition (SKOUT was acquired by TMG), which brought unique challenges in unifying and overhauling systems to meet higher performance and scalability requirements.

I played a key role in this integration effort, working on critical updates to ensure seamless functionality across platforms and services. This experience gave me a solid foundation in system migrations and the intricacies of aligning distinct tech stacks under one cohesive architecture.

Beyond technical contributions, I also took on responsibilities in recruitment and mentorship. I helped shape a team culture that valued innovation and technical excellence, actively recruiting new talent and providing guidance to junior engineers.

My time at The Meet Group taught me the importance of adaptability and collaboration, especially in a rapidly evolving environment. This role solidified my ability to lead complex projects and strengthened my commitment to delivering impactful, high-quality software solutions.

SKOUT marked a transition in my career where I moved, from the Chilean industry to the Silicon Valley startup scene, embracing the opportunity to work closely with the team on core backend development.

Skout was still a young startup with a very effective, efficient team. Around 50 people would run the whole company.

One of my notable achievements was leading an overhaul of the messaging system, introducing a "chat request" feature that enhanced user experience by filtering unwanted communications.

I also fortified our security architecture by re-engineering login and signup protocols, these updates made possible to incorporate AI-driven verifications and CAPTCHA to bolster user safety.

These projects not only showcased my technical acumen but also underscored my commitment to creating scalable and user-focused software solutions.

Engineered and executed a variety of innovative software solutions for multiple clients, rapidly adapting to new challenges and frequently shifting requirements. My role involved full project lifecycle management, from conceptualization to deployment, ensuring high-quality deliverables and client satisfaction. Some of key projects:

Variacode.com: Spearheaded development using Java, Groovy, Grails, and Git, enhancing client capabilities in software automation.

Moblox.io: Designed and implemented robust back-end solutions using Node.js, coupled with front-end Android applications, leveraging Redis for performance enhancements and MongoDB for scalable data storage.

Moviit.com: Developed comprehensive transport solutions combining Node.js and Android platforms with MongoDB, improving operational efficiency and user engagement.

Bithaus: Led the development of critical software applications using PHP and PostgreSQL, focusing on optimized database interactions and secure, reliable back-end processes.

Redandblue.cl: Delivered several PHP and MySQL-based web applications, achieving improved system functionality and user experience.

Gestión Wireless: Created bespoke applications for Blackberry devices, targeting specific business needs and enhancing mobile accessibility.

Entrusted with extending the J2EE-based payment solutions to meet the complex requirements of major banks in Chile, including Banco Estado and Banco de Chile.

Engineered enhancements and customizations to the core payment processing system to align with the specific operational needs and regulatory requirements of each client.

Collaborated closely with client teams to ensure seamless integration and optimal performance of the payment systems.

Developed and managed critical software solutions for governmental clients in the areas of public investment evaluation and health system management.

Led the architectural design and implementation of a J2EE/web application for the public investment and evaluation system, significantly enhancing decision-making processes and operational efficiency.

Engineered batch processing solutions for the public health system, written in C, to manage and process large datasets efficiently, thereby improving data accuracy and reporting capabilities.

Collaborated extensively with client stakeholders to tailor software functionalities to meet specific administrative and regulatory requirements.

Developed and maintained a Java Swing desktop application used by brokers to facilitate real-time trading and market monitoring.

Integral to the team that upgraded the Exchange's systems to utilize the FIX protocol, enhancing connectivity and trading capabilities with the Colombian and Peruvian markets.

Engineered and deployed web applications to streamline management tasks and enhance operational efficiencies for TV station called "Canal 13".

Utilized PHP technologies to develop robust, scalable web solutions tailored to client needs.

Collaborated directly with clients to gather requirements, ensuring the final products aligned closely with their business objectives.

Contributed to the entire project lifecycle, from initial design through to deployment and post-launch support, providing a high level of service and technical expertise.