Senior CAD Designer

Join Waymo as a Senior CAD Designer, where you will play a crucial role in shaping the future of transportation. In this position, you will leverage your extensive experience in computer-aided design to create innovative solutions that contribute to the development of autonomous vehicles.

About Contextual AIAt Contextual AI, we are at the forefront of transforming how AI agents operate by addressing one of the most significant challenges in the field: context. By providing the right context at the right moment, we enable enterprises to achieve the accuracy and scalability required for effective AI deployment. Our innovative enterprise AI development platform bridges cutting-edge AI research with the practical needs of developers, allowing them to seamlessly ingest, query, and integrate data from various enterprise sources into their workflows.Founded by the pioneers of Retrieval-Augmented Generation (RAG), our technology forms the backbone of the context layer that connects foundational AI models with relevant real-time information. Supported by visionary venture capital, we are not merely participating in the enterprise AI revolution; we are leading it. Join us as we create a future in which AI not only answers queries but also revolutionizes business operations.About the RoleAs a Member of Technical Staff focused on LLM Systems & Performance, you will join a dedicated and impactful team responsible for building and optimizing LLM systems from end-to-end. Your work will range from developing Supervised Fine-Tuning (SFT) and Reinforcement Learning (RL) pipelines to creating high-throughput inference clusters for production environments. You will collaborate with both researchers and engineers to design advanced models and the supporting infrastructure for our context layer.What You'll DoEnhance and optimize components of our SFT and RL training pipelines (e.g., Verl, SkyRL), focusing on areas such as data loading, training loops, logging, and evaluation.Contribute to the development of LLM inference infrastructure (e.g., vLLM, SGLang), including optimizations for batching, KV-cache management, scheduling, and serving.Utilize profiling tools like Nsight to analyze and improve end-to-end performance metrics (throughput, latency, compute/memory/bandwidth) by identifying and resolving bottlenecks.Engage with distributed training and inference systems using technologies such as NCCL, NVLink, and various parallelism strategies on multi-GPU clusters.Assist in experimenting with and implementing quantization techniques (e.g., INT8, FP8, FP4, mixed-precision) for both training and inference.Write and optimize GPU kernels utilizing CUDA or Triton, employing techniques such as FlashAttention and Tensor Cores as appropriate.Collaborate with researchers to advance ideas from concept to prototype, through scaled experiments, and into production.

Reliable Robotics builds automated aviation systems aimed at making air transportation safer and more efficient. The team includes engineers from aerospace, robotics, and autonomous vehicle backgrounds, all working to advance aviation technology. Role overview The Senior Model-Based Systems Architect will design and develop the company’s internal digital engineering ecosystem. This role involves more than configuring existing tools: the architect will define the formal information schema that connects systems, software, and certification data throughout the organization. What you will do Design and implement a digital engineering framework to support automated aviation systems Create and maintain a unified information schema linking systems, software, and certification data Collaborate with engineering teams and internal tool developers to ensure integration and smooth data flow Establish a scalable, consistent single source of truth for engineering information Location This position is based in Mountain View, CA.

At Reliable Robotics, we are pioneering transformative safety technologies for aviation that aim to save lives. Our innovative automated aviation systems are set to revolutionize air transportation, making it safer and more convenient for the movement of goods and eventually people around the globe. Our dedicated team consists of experienced engineers from diverse backgrounds in aerospace, robotics, and autonomous vehicles, all working toward this ambitious future.As the Lead Test Pilot, you will assume a critical leadership position within our flight operations team. Your expertise will guide the development of our safety-enhancing technologies while fostering collaboration across multiple engineering teams. You will be responsible for the formulation and execution of comprehensive flight test plans in a highly cooperative environment.Key ResponsibilitiesIn your capacity as Lead Test Pilot, you will lead a dynamic group of flight test pilots and engineers, ensuring the safe and effective execution of flight test plans that support our research and development initiatives. You will operate aircraft in both onboard and remote configurations, coordinate the training and scheduling of contract pilots, and guarantee the safety and success of experimental flight operations. Additionally, you will work closely with Reliable's Part 135 airline operations to standardize pilot procedures throughout the organization, playing a pivotal role in flight tests, data analysis, and system operations.

Join Our Mission!At Matic Robotics, we are committed to transforming the way households manage their time. Our innovative robotic solutions aim to reclaim the 2.5 trillion hours spent on mundane chores each year.Our flagship product, Matic, is an advanced floor cleaning robot, equipped with state-of-the-art technology that enables it to navigate homes autonomously through real-time 3D mapping and sophisticated semantic comprehension. Utilizing cutting-edge spatial AI, Matic operates effectively in diverse home environments using only RGB cameras and on-device neural networks.Privacy-Centric DesignWe prioritize user privacy by ensuring that all data processing occurs locally on the robot, safeguarding your household information.A Vision for the FutureWe believe in a gradual evolution of home robotics, starting with specialized robots and expanding towards more complex multi-functional capabilities over time.Our Team CultureMatic Robotics fosters a collaborative environment where dedicated individuals come together to create beloved products. We are passionate problem solvers, driven to save our customers time and energy.Position OverviewWe are seeking a motivated Hardware Technician to enhance our hardware design and engineering team in Mountain View, CA. This hands-on role provides a unique opportunity to engage with both mechanical and electrical components of our robots.Key Responsibilities:Strategically organize and prioritize tasks across multiple teams to propel the progression of our robotic systems.Operate and maintain rapid prototyping tools such as 3D printers and laser cutters.Develop and assemble production fixtures for robot testing and assembly.Conduct validation testing on new hardware components.Perform root cause analysis to address customer challenges effectively.Take initiative on design projects that streamline workflows for your team.Gain a deep understanding of the rationale behind hardware design choices and components.Document and communicate test results and data efficiently.

Applied Intuition, Inc. develops digital infrastructure for intelligent machines, serving industries such as automotive, defense, trucking, construction, mining, and agriculture. The company partners with leading global automakers, the U.S. military, and allied organizations. Its headquarters are in Sunnyvale, California, with additional offices in several U.S. cities and international locations. For more details, visit applied.co. This Technical Recruiter position is based in Mountain View, CA. The role is primarily in-office, with employees expected on site five days a week. Occasional remote work and schedule flexibility are available when needed. Role overview The Technical Recruiter will help grow the engineering team by managing the entire recruiting process independently. This position is suited to recruiters comfortable in a startup environment and ready to support the company’s rapid growth. What you will do Oversee full-cycle recruiting for engineering positions, from sourcing candidates to closing offers. Apply AI and coding tools to streamline recruiting workflows and increase efficiency. Create and execute targeted sourcing campaigns to reach a wide range of engineering talent, including specialized roles. Collaborate with leadership by providing recruiting data and metrics to guide decisions. Build expertise in the Physical AI, autonomous vehicle, and venture capital fields. Ensure a positive candidate experience and contribute to maintaining a culture of excellence.

OverviewThe Gemini App UX team is pivotal in crafting Google's universal assistant, empowering users worldwide to engage with generative AI, spark their creativity, and enhance their productivity. We are dedicated to developing innovative solutions that not only help users accomplish tasks but also enrich their everyday lives. Our UX team comprises talented product designers, UX researchers, writers, conversation designers, and program managers, all committed to creating exceptional generative AI experiences.This position transcends the traditional program management role. You will become the operational backbone of a top-tier design, research, and content team working on a flagship product that sets the standard for innovation. Your mission will be to establish systems, shape strategic direction, and cultivate a culture that empowers our UX team to excel at a pace that matches our ambitious goals. If you are a strategic thinker who thrives in complex environments and excels at amplifying the impact of creative teams, there is no better place to be.About UsAt Google DeepMind, we are unlocking cutting-edge artificial intelligence capabilities across Alphabet, creating transformative impacts and magical product experiences for billions of users. As a global leader in AI research, we push the limits of what is possible with artificial intelligence. Our groundbreaking work encompasses areas such as machine learning, neuroscience, and systems engineering, with applications that span from scientific breakthroughs to the development of more helpful and intuitive products. We are committed to responsible and ethical AI development and foster a collaborative and inclusive environment where brilliant minds unite to tackle some of the world’s most pressing challenges. Join us and become part of a team that is shaping the future of AI.Your ResponsibilitiesAs the Senior UX Program Manager, you will serve as the vital link within the Gemini App UX team. Collaborating closely with senior leaders, you will enhance user focus, streamline operations, and elevate our user experience to new heights.Your primary responsibilities will include:Design and Scale Operations: Create, implement, and refine processes and frameworks that empower our UX team to deliver bold and high-quality work swiftly.Catalyze Cross-Functional Alignment: Act as the central hub for UX, orchestrating alignment on priorities, roadmaps, and resource allocation with key partners in Product, Engineering, Research, and Trust & Safety.

Be Part of the Future of Home RoboticsAt sunday, we are on a mission to create personal robots that free up time spent on mundane tasks. Our goal is to make versatile robots accessible to households, allowing families to reclaim precious moments.After 18 months of dedicated efforts in building a skilled team, securing funding, and validating our technology, we are excited to invite passionate individuals to join us for the next stage of our journey. If you are eager to contribute your expertise at the cutting edge of robotics innovation, we would love to connect with you.Your RoleAs a Full Stack Engineer, you will play a pivotal role in developing the next generation of robotic intelligence. You will navigate our entire ecosystem, from our global data collection framework to machine learning training and robot management platforms. We seek creative

Arago brings together AI researchers, physicists, and engineers to develop technology that connects artificial intelligence with semiconductor hardware. The team combines backgrounds in photonics, electronics, software, mathematics, and machine learning, and operates from France, North America, and Israel. Colleagues represent nine nationalities, adding to a global perspective. Role overview The Talent Acquisition Lead will be based in Mountain View and play a key role in building the team behind Arago’s mission to advance AI and hardware. This position works directly with experts and leaders from around the world, shaping hiring strategies and supporting a diverse, high-performing group. Our values Achieve Greatness: Set and meet high standards in all work. Speed Matters: Prioritize rapid, effective progress. Unity: Foster trust, respect, and strong teamwork. Who we work with Arago benefits from the guidance of leaders from Apple, Arm, Nvidia, Microsoft, and Hugging Face, along with support from venture firms in the US and Europe. The company focuses on deep tech, aiming to push the boundaries of innovation.

About CyngnLocated in the heart of Mountain View, CA, Cyngn is an innovative publicly-traded company specializing in autonomous technology. We deploy cutting-edge self-driving industrial vehicles, such as forklifts and tuggers, across factories, warehouses, and various facilities throughout North America. As we pioneer this transformative technology, we are in search of dynamic, forward-thinking leaders to help us drive this industry forward. If you are passionate about building, innovating, and collaborating with a team of dedicated professionals, Cyngn is the ideal place for you.A Unique Work Environment.With a team of under 100 employees, Cyngn operates with the agility of a startup while being a publicly traded company. This unique combination offers our employees not only the chance to work closely with experienced leaders but also the opportunity to benefit from the liquidity of our publicly-traded equity.Impactful Work.Our autonomous vehicles are not just theoretical concepts; they are actively deployed with real clients today. Your contributions will result in tangible impacts within the industry.A Collaborative Culture.At Cyngn, we pride ourselves on fostering a diverse and inclusive team comprised of intelligent thinkers and compassionate individuals. Our creative environment is driven by collaboration and trust, where every team member’s viewpoint is valued, promoting innovation.About This Role:As the Senior DevOps Lead at Cyngn, you will be pivotal in architecting and overseeing infrastructure for our cloud and autonomous vehicle systems. This role merges foundational cloud DevOps leadership with specialized knowledge in robotics and autonomous systems infrastructure. You will connect cloud operations with edge computing while guiding a team of DevOps engineers to develop and maintain a scalable, reliable infrastructure for our autonomous vehicle platform.

Job Title: Cloud Application Developer Location: Mountain View, CAContract Duration: 6-12 MonthsInterview Mode: Skype After PhoneWe are seeking talented Cloud Application Developers to join our dynamic team at Cygnus Professionals Inc. You will play a pivotal role in the development of our core cloud software, overseeing teams that create and deploy cloud services to support our expansive IoT ecosystem. Your expertise will ensure that our teams operate efficiently within an agile environment, collaborating closely with Product, Design, and Testing teams to meet project requirements and execute test plans in alignment with our objectives.

Waymo is at the forefront of autonomous driving technology, dedicated to becoming the world’s most trusted driver. Originating as the Google Self-Driving Car Project in 2009, our focus has been on developing the Waymo Driver—The World’s Most Experienced Driver™—to enhance mobility access and significantly reduce traffic-related fatalities. With over ten million rider-only trips and more than 100 million miles autonomously navigated on public roads across 15+ U.S. states, our technology is paving the way for safer transportation.The Waymo Enterprise Resilience team is committed to ensuring our preparedness for complex operational challenges and real-world incidents. This team of specialists works on Incident Readiness and Business Continuity, crafting frameworks and response strategies that safeguard our personnel, technology, and the communities we serve.We design and implement proactive outreach programs and technical training for First Responders and Public Safety officials, establishing a clear and credible

Waymo is at the forefront of autonomous driving technology, dedicated to becoming the most trusted driver in the world. Initiated as the Google Self-Driving Car Project in 2009, Waymo has relentlessly focused on developing the Waymo Driver—The World's Most Experienced Driver™—to enhance mobility access and save countless lives currently lost in traffic accidents. The Waymo Driver is the driving force behind our fully autonomous ride-hailing service and is adaptable across various vehicle platforms and product applications. With over ten million rider-only trips completed, our technology has driven more than 100 million miles on public roads and achieved tens of billions of miles in simulation across over 15 U.S. states.The Simulator Team at Waymo crafts cutting-edge simulations of realistic environments for testing and training the Waymo Driver. You will be part of a diverse and collaborative group of machine learning (ML) engineers, software developers, and data scientists. Together, we develop industry-leading simulation solutions utilizing advanced ML algorithms to measure and enhance the Waymo Driver's performance. Our work involves joint modeling of the real world, incorporating realistic agents (vehicles, pedestrians, cyclists, motorcyclists), roads, traffic control systems, weather conditions, and a comprehensive sensor suite including cameras, LiDAR, and radars.To boost the fidelity, scalability, and controllability of our simulations, we leverage the latest ML technologies such as large language models, foundational world models, and reconstructive methods trained on extensive datasets, alongside traditional rendering techniques.In this dynamic hybrid role, you will report to a Senior Staff Engineering Manager.Your Responsibilities:Innovate and Develop: Collaborate with our elite research engineering team to spearhead innovation in ultra-realistic sensor data and perception simulation for autonomous vehicles. You will implement the latest simulation technologies using 3D Gaussian Splatting, foundational models for sensor data, and traditional 3D graphics.Lead and Scale: Oversee the deployment and scaling of sensor simulation to tackle some of Waymo's most challenging problems. You will engage in a highly cross-functional environment, working alongside research, systems engineering, and other teams to expedite company objectives.Transfer Research to Production: Collaborate closely with Waymo's foundational AI research team to translate cutting-edge research into scalable, production-ready solutions.

OverviewJoin Google DeepMind in a transformative role as a Senior Technical Program Manager, where you will be instrumental in revolutionizing the Gemini App! In this position, you will spearhead the strategic planning and execution of significant Gemini launches across web, mobile, and iOS platforms. Collaborating closely with our Engineering, Product, and UX teams, as well as other GDM units, you will work on state-of-the-art language models to deliver innovative solutions to a vast user base. This role offers a unique opportunity for hands-on project leadership, enabling you to create pioneering features and make a substantial impact on how users interact with AI. Immerse yourself in our vibrant, fast-paced, startup-like environment, where pushing the limits of AI is not just encouraged but expected. About Google DeepMindAt Google DeepMind, we believe that Artificial Intelligence is one of humanity's most groundbreaking inventions. Our team comprises leading scientists, engineers, and machine learning experts dedicated to advancing the frontiers of AI for the benefit of society and scientific exploration. We are committed to collaborating with others on significant challenges, always prioritizing safety and ethics in our work.Your ContributionsAs a vital member of the GeminiApp team, you will:Lead and propel the progress of crucial feature launches within the Gemini App ecosystem.Identify and manage cross-functional dependencies across diverse teams and organizations.Collaborate with engineering and product leads to shape product direction and ensure successful implementation.Guide engineering teams in identifying, prioritizing, and tracking tasks to completion.Proactively identify risks, develop mitigation strategies, and implement effective solutions.Regularly communicate project progress, risks, and plans to leadership.Identify and enact process improvements to boost team efficiency.Simultaneously manage multiple time-sensitive projects.Cultivate a collaborative and inclusive team culture that values innovation and excellence.Advocate for the team's needs, ensuring they have the resources and support necessary for success.

Who We AreGatik is at the forefront of autonomous middle-mile logistics, transforming the B2B supply chain with our innovative transportation-as-a-service (ATaaS) solution. We prioritize safety and reliability in deliveries while enhancing freight movement efficiency through reduced congestion. Our focus on short-haul, B2B logistics serves Fortune 500 retailers, and in 2021, we proudly launched the world’s first fully driverless commercial transportation service with Walmart. Gatik’s Class 3-7 autonomous trucks are actively deployed across major markets, including Texas, Arkansas, and Ontario, Canada, pushing the boundaries of innovation in freight transportation.Our proprietary Level 4 autonomous technology, Gatik Carrier™, is specifically designed to transport freight securely and efficiently between pick-up and drop-off points on the middle mile. With robust capabilities in both highway and urban environments, Gatik Carrier™ serves as a comprehensive solution integrating advanced software and hardware that powers our fleet, ensuring seamless integration into our customers' logistics operations.About the RoleAs an AI Operations Engineer, you will be instrumental in developing the central knowledge base for our company. You will bridge the divide between our raw data and AI assistants, enabling our teams to utilize state-of-the-art models (Gemini, Claude, ChatGPT) with safety and efficiency. Your primary goal will be to design secure Retrieval-Augmented Generation (RAG) structures that allow AI to access company knowledge while strictly adhering to security protocols and data privacy.This position requires onsite presence five days a week at our Mountain View, CA office!

Join Our Innovative Team!Are you passionate about cutting-edge technologies and excited to work on impactful projects? If so, we invite you to become a part of our fantastic team at Technica Engineering Inc.!As a Project Lead focusing on Automotive Connected Vehicle Systems, you will spearhead initiatives primarily with BMW, alongside various projects involving device OEMs and technology partners. This role is based in Mountain View, CA and offers a permanent contract.About the Role:In this pivotal position, you will lead and coordinate complex automotive projects across diverse domains such as Digital Key, Infotainment, Connectivity, and Entertainment. You will manage a small team of test engineers, driving task planning, prioritization, and daily guidance while collaborating closely with customers and internal teams.This opportunity is ideal for individuals with solid automotive experience who thrive in dynamic environments and enjoy taking on significant responsibilities.

OverviewAt Google DeepMind, we believe that artificial intelligence is one of humanity's most transformative inventions. Our team of scientists, engineers, and machine learning specialists collaborates to push the boundaries of AI, prioritizing ethical considerations and public benefit in every endeavor.About UsJoin our Frontier AI Research team at Google DeepMind, where you will play a crucial role in steering the operational and technical success of groundbreaking AI initiatives. As a Technical Program Manager, you will partner with research leaders to translate complex scientific objectives into actionable technical roadmaps, facilitating the transition from innovative research to impactful real-world applications.The RoleIn this dynamic position, you will spearhead high-impact programs characterized by significant technical complexity and diverse cross-functional dependencies. Your deep technical expertise will enable you to assess engineering scopes, influence critical technical decisions, and streamline the delivery of research advancements. This multidisciplinary role engages with cutting-edge AI technologies, including Retrieval-Augmented Generation (RAG) systems and large-scale evaluation frameworks, as well as strategies for the safe and effective societal integration of AI systems.Key ResponsibilitiesProgram Strategy and Execution: Collaborate with AI Research leads to co-create long-term strategies, technical objectives, and metrics for initiatives that redefine generative AI.Technical Due Diligence: Assess engineering scopes, set milestones, and influence the technical trajectory of projects.Cross-Functional Leadership: Cultivate and lead effective partnerships across various disciplines, including modeling, infrastructure, and evaluation, ensuring alignment on shared goals.Operational Excellence: Develop and implement robust mechanisms to monitor program performance, foresee technical risks, and manage interdependencies across research workstreams.Continuous Innovation: Identify and enact opportunities for ongoing improvement and innovation in the AI research landscape.

Join Waymo as a Tech Lead Manager for Machine Learning Optimization, where you will spearhead innovative projects to enhance our self-driving technology. In this role, you will lead a team of talented engineers and data scientists, guiding the development of advanced algorithms and optimization techniques that drive performance and reliability. You will collaborate with cross-functional teams to ensure the successful integration of ML models into our systems, pushing the boundaries of autonomous vehicle technology.

At Study.com, our mission is to unlock the transformative power of education. We develop leading-edge online college credit and test-preparation solutions aimed at helping working adults earn their degrees, elevate their careers, and achieve financial independence. Acknowledged by Fast Company and GSV 150 as one of the most innovative education companies globally, we are pioneers in AI-driven learning, integrating artificial intelligence with advanced learning science to enhance accessibility and outcomes at scale.Our product's impact speaks volumes. Through our Keys to College and Keys to the Classroom initiatives, we have saved students upwards of $700 million in tuition and empowered hundreds of thousands of learners to pursue successful careers in nursing, teaching, counseling, business, and other high-demand sectors. We are deeply committed to measurable results and crafting products that foster meaningful, lasting change in people's lives.About the RoleStudy.com is on the lookout for a proactive and execution-focused Senior Manager of Growth Email/SMS Marketing to design and expand customer journeys that drive new memberships, enhance retention, and maximize lifetime value. This role holds significant impact, where you will personally oversee and implement lifecycle strategies covering customer acquisition, onboarding, engagement, and re-engagement, while seamlessly integrating personalized AI-powered workflows throughout the customer experience.You will be the lead operator across email and SMS channels, managing contractors and utilizing AI tools to scale production, customization, and campaign performance. A close collaboration with teams in Growth, Product, Content, Creative, and Data Science will be essential to drive sustainable SaaS growth.This position is based in our Mountain View, CA office and follows a hybrid work model, with in-office days on Mondays, Wednesdays, and Thursdays.What You’ll DoOversee and implement email and SMS marketing programs from strategy development and segmentation to execution, analysis, and optimization. This is a hands-on role requiring direct involvement, not merely delegation.Expand capacity with AI and external contractors: Utilize generative AI tools to streamline copy creation, audience segmentation, customization, and campaign brainstorming. Manage and guide external contractors to boost campaign output while ensuring high-quality execution across channels.Formulate and implement a comprehensive lifecycle marketing strategy that enhances acquisition, minimizes churn, and boosts LTV across diverse user segments.Lead journey mapping efforts and leverage AI tools to manage...

About DataVisorDataVisor stands at the forefront of the AI-powered Fraud and Risk Platform industry, delivering unparalleled detection coverage. Our open SaaS platform enables seamless data consolidation and enrichment, equipping organizations with real-time solutions for combating fraud and anti-money laundering (AML) activities. With our patented unsupervised machine learning technology, advanced device intelligence, and robust decision-making tools, DataVisor offers immediate performance enhancements. Our platform is designed for versatility, accommodating multiple use cases across diverse business units while significantly reducing total ownership costs compared to traditional solutions. Recognized as an industry leader, DataVisor serves numerous Fortune 500 companies worldwide.Our award-winning technology is driven by a talented team of experts in big data, machine learning, security, and scalable infrastructure. We foster an open, positive, collaborative, and results-oriented culture. We invite you to be part of our journey!Role SummaryWe are on the lookout for enthusiastic, recently graduated or soon-to-graduate MS or Ph.D. candidates in Computer Science, Machine Learning, Data Science, or related disciplines to join our team as AI/ML Engineering Interns.This internship provides a fantastic opportunity for candidates keen on understanding the construction and deployment of large-scale AI systems in production. You will collaborate with seasoned engineers and data scientists to contribute to the Intelligence Layer and Data Consortium that underpin DataVisor’s real-time fraud detection capabilities.Key areas of focus include distributed systems, data pipelines, machine learning infrastructure, and applied AI, with exposure to agentic flows and large language models (LLMs).What You’ll DoData Engineering & PipelinesAssist in developing and maintaining high-throughput data pipelines utilizing technologies such as Spark, Kafka, or Flink.Support the processing and aggregation of real-time signals (e.g., device fingerprints, behavioral data) into shared intelligence systems.Distributed Systems & ScalabilityLearn to design and optimize backend systems that facilitate large-scale, real-time decision-making.Contribute to enhancing system performance, reliability, and latency during high transaction volumes.AI Applications & Agentic FlowsAssist in developing AI applications and agentic workflows utilizing cutting-edge LLMs (e.g., OpenAI, Anthropic, Google).Explore natural language interfaces, intelligent rule suggestions, and automated strategy generation.Machine Learning PipelinesHelp deploy and monitor pipelines for both unsupervised and supervised ML models.Contribute to the integration of models into real-time applications.