Perception Engineer at Aquabyte | San Francisco Bay Area

Join Our MissionAt Aquabyte, we are dedicated to transforming the sustainability and efficiency of aquaculture. Our ambitious mission aims to enhance fish farming practices, promoting a healthier production of low carbon protein while addressing significant climate change challenges. As the fastest growing food-production sector globally, aquaculture stands at the forefront of technological innovation to ensure our oceans are harvested and preserved for future generations.We embrace diversity and are driven by our mission. If you find our vision compelling, we would love to connect with you.Our Innovative ProductPresently, we focus on empowering salmon farmers with insights into their fish populations, enabling eco-friendly decision-making. Utilizing custom underwater cameras, advanced computer vision, and machine learning, our technology quantifies fish weights, assesses health status, and formulates optimal feeding strategies in real-time. Our comprehensive product consists of on-site hardware for image capture, cloud-based data processing pipelines, and a user-friendly web application, presenting numerous exciting challenges across all aspects of our technology stack.Above all, Aquabyte prioritizes customer satisfaction. Our product development is guided by the needs of fish farmers, ensuring that we consistently deliver exceptional value.Role OverviewAs a Perception Engineer, you will be instrumental in developing and implementing cutting-edge sensing technologies for fish farms worldwide. While our current offerings leverage underwater cameras and computer vision for assessing fish health and growth, we are expanding our sensor capabilities to create a holistic understanding of the underwater ecosystem.

Aquabyte is excited to invite applications for the position of Computer Vision Engineer, where you will play a pivotal role in crafting and implementing innovative algorithms for fish farms globally. Your primary responsibilities will include the development of software and machine learning models for our on-camera and cloud-based systems.Our MissionAt Aquabyte, we are on a transformative journey to enhance the sustainability and efficiency of aquaculture. Our goal is ambitious yet rewarding: to optimize fish farming, contributing to environmentally friendly and healthy protein production, while addressing one of the significant factors driving climate change. With aquaculture being the fastest-growing food production sector, we are at the forefront of leveraging technology to sustainably harvest marine resources for future generations.We take pride in our diverse, mission-driven team and are eager to collaborate with passionate individuals who share our vision. If our mission resonates with you, we encourage you to connect with us.Our ProductWe currently support salmon farmers in understanding their fish populations and making sustainable decisions. Utilizing custom underwater cameras, computer vision, and machine learning, we can accurately measure fish weights, assess health conditions, and create optimal feeding plans in real-time. Our solutions encompass three levels: on-site hardware for image capture, cloud infrastructure for data processing, and a user-friendly web application. This multifaceted approach presents numerous challenges and opportunities for innovation across all technical layers.Primarily, Aquabyte is dedicated to our customers. Our product development is driven by the needs of fish farmers, and we prioritize customer satisfaction in every aspect of our operations. We aim to build a collaborative global team.The RoleAs a Computer Vision Engineer, you will spearhead the development of software pipelines for our camera systems, enhancing their intelligence and efficiency. This position is part of our AI team, where you will create image and video inference pipelines to evaluate the weight, health, and behavior of both individual fish and entire populations. You will collaborate closely with experienced engineers from both industry and academia.

Join Our Mission At Aquabyte, we are dedicated to transforming the sustainability and efficiency of aquaculture. Our goal is to make fish farming not only more affordable but also more environmentally friendly than traditional livestock production. This initiative is crucial in combating one of the major contributors to climate change and preparing our planet for future population growth. As the fastest-growing sector in global food production, aquaculture is ripe for innovation, and we are committed to leveraging technology to responsibly harvest and safeguard our oceans for generations to come.Our diverse and passionate team is eager to collaborate with like-minded individuals. If our mission resonates with you and inspires you to act, we would love to hear from you.Our Innovative ProductCurrently, we focus on empowering salmon farmers with insights into their fish populations and enabling them to make environmentally responsible decisions. Utilizing custom underwater cameras, advanced computer vision, and machine learning, we can accurately gauge fish weights, assess health statuses, and formulate optimal feeding plans in real time. Our solution encompasses three integrated components: on-site hardware for image capture, cloud-based data processing pipelines, and a user-friendly web application, presenting a wealth of intriguing challenges across the technology stack.About The Edge Systems Team:The Edge team specializes in the hardware and software management of devices deployed at fish farms worldwide. Our mission is to create robust, autonomous, and easily deployable underwater cameras and sensors that are reliable, bandwidth-efficient, and designed with fail-safe features.We collaborate closely with premier mechanical engineering firms and optical consultants to ensure the highest quality of the underwater equipment we use. The team also develops software and protocols to facilitate thorough quality testing of these cameras for our field teams in Norway, including hardware burn-in, optical quality assessments both in-air and in-water, as well as sensor calibration and verification.Moreover, we provide intuitive software tools that enable our field teams to deploy and configure our hardware effectively, even under challenging conditions where internet access may be limited. Our debugging tools are designed for wireless operation, allowing technicians to interface with hardware directly from their mobile devices.We design the network, cellular backup systems, and mesh networks for devices at farms, always planning for potential failures and incorporating redundancies wherever feasible.

Aquabyte is on the lookout for a Machine Learning Engineer to join our innovative team dedicated to transforming fish farming practices globally. In this role, you will be pivotal in developing and deploying advanced algorithms designed for fish farms worldwide. Your primary focus will be on the software and machine learning model development for our on-camera and cloud-based software solutions.Our MissionAt Aquabyte, we are driven by a bold mission to enhance the sustainability and efficiency of aquaculture. By optimizing fish farming practices, we aim to support the production of healthy, low-carbon protein while addressing one of the major contributors to climate change. As the fastest growing food production sector globally, aquaculture presents an unprecedented opportunity to leverage technology in preserving marine ecosystems for future generations.We pride ourselves on being a diverse and mission-oriented team eager to collaborate with like-minded individuals. If our vision resonates with you, we encourage you to reach out.Our ProductWe currently focus on empowering salmon farmers with the tools needed to understand their fish populations and make environmentally conscious decisions. Utilizing custom underwater cameras, computer vision, and machine learning, we can accurately quantify fish weights, assess health status, and devise optimal feeding strategies in real time. Our solution encompasses on-site hardware for image capture, cloud data processing pipelines, and a user-friendly web application. This multifaceted approach presents numerous exciting challenges across our technology stack.Above all, Aquabyte is committed to customer satisfaction. Our product development is guided by the needs of fish farmers, ensuring that delighting our customers remains at the forefront of our efforts. We are dedicated to building a collaborative, global team.The RoleAs a Machine Learning Engineer, you will be tasked with creating machine learning models and pipelines, as well as managing databases and data infrastructure. Your responsibilities will include conducting comprehensive data analyses and constructing statistical models to infer biological processes. Working within the AI team, you will develop image and video inference pipelines to evaluate the weight, health, and behavior of individual fish and entire populations. Collaboration with experienced engineers from both industry and academia will be a key aspect of your role.

Dapster is actively seeking a Lead Hardware Engineer to become a pivotal part of our dynamic team. As a rapidly growing startup, this position offers the unique opportunity to influence our foundational technologies and products.About Dapster: We are dedicated to revolutionizing the market with AI-driven robotic picking solutions. Recently, we secured a significant pilot project with a top retailer, providing us with dilution-free funding to further develop our core technology.If you're eager to engage in innovative work alongside a talented and humble team, and want to share in the rewards of joining us at such an early stage, we’d love to hear from you!

Join Our MissionThe trucking and logistics sector is essential to our economy, yet its payment infrastructure is outdated and inefficient. At AtoB, we are on a mission to revolutionize payment systems for this industry. We've identified the challenges faced by hardworking professionals in trucking — from outdated tools to hidden fees, and we are committed to delivering solutions that prioritize their needs.About AtoBOur goal is to create a seamless payment experience akin to Stripe, tailor-made for the transportation industry. We understand the critical role of timely capital movement in supply chains and strive to ensure it happens smoothly and fairly. Every product we develop enhances user experience and works intelligently within the unique constraints our customers face daily, whether they are fleet managers or drivers.Our ExpertiseOur founding team boasts extensive experience in the tech and payments landscape, with backgrounds from industry leaders like Cruise Automation, Uber, Google, Meta, and Stripe. We've attracted over $125 million in funding from prominent investors, including General Catalyst, Y Combinator, and major tech founders, positioning us as a leader in innovation within our sector.Recognized by Forbes as one of the Next Billion-Dollar Startups, we are also proud to join the World Economic Forum as a Global Innovator.

About HexusAt Hexus, we are dedicated to unlocking the hidden potential of AI and personalization for businesses. Our passion lies in revolutionizing product-led growth, transforming how companies connect with their customers, thereby enhancing product adoption and ensuring long-term success. With a robust suite of AI-driven tools, Hexus enables businesses to optimize their PLG strategies across Sales, Marketing, and Customer Experience.Supported by leading investors, industry experts, and renowned angel investors, our team is spearheaded by former FAANG founders with extensive experience in SaaS, ML, and UX. Join us in our mission to redefine customer experiences through AI and personalization.Your RoleAs a dynamic, design-driven startup, we are seeking a talented Senior Product Engineer to join our early-stage team. You will be instrumental in actualizing our product vision by creating clean, intuitive UI and UX, developing robust editing tools, and ensuring top-notch performance. We seek an individual who raises the bar for what’s achievable online and is passionate about crafting exceptional responsive, interactive, and enjoyable user experiences.In this role, you will:Collaborate closely with the founding team to design engaging user experiences.Execute critical projects that empower our customers daily.Rapidly prototype and iterate on new features and functionalities, driving ongoing innovation.Architect efficient and reusable frontend systems that support complex web applications.Contribute to shaping the direction of our design-led product.Qualifications5+ years of experience in frontend development.Proficiency in front-end development using TypeScript, React, NextJS, and Node.js.Strong skills in design and styling with frameworks like Tailwind or Material Design.Comprehensive understanding of the entire web stack, including protocols and web server optimization techniques.Familiarity with modern deep learning models (GPT, LLAMA, BERT, Whisper, Stable Diffusion, etc.).Capacity to grasp user challenges and convert them into features and products.A desire to thrive in a fast-paced, iterative startup environment.

About TaktOur Vision: A world where factories are intelligent.At Takt, we are revolutionizing manufacturing by developing the cognitive capabilities of factories.Despite a decade of digitization efforts involving sensors, software, and dashboards, many factories remain unintelligent. Data is often scattered across various disconnected systems, trapped in reports, and reliant on the unwritten know-how of individuals.The challenge lies not in data collection, but in transforming this data into actionable institutional intelligence.Takt is advancing the manufacturing landscape by seamlessly integrating AI agents with deep operational context throughout the entire production stack. Our systems analyze what is happening, why it is occurring, and what actions to take, acting as a continuous strategic advisor for factory leadership across sales, operations, supply chain, and finance.This is not merely another chatbot or analytics tool; we are at the forefront of AI reasoning and decision-making in critical, real-world environments. Just as Tesla redefined automobiles as software-centric systems, Takt is transforming manufacturing into a software-driven industry.FundingTakt is proudly backed by Pear VC (investors in Doordash and Gusto) and is a participant in the PearX accelerator program.Visit our website: www.taktconnect.comFoundersTakt was founded by Adhitya Raghavan (CEO) and Will Zunker (CTO). Adhitya's journey from a small village in South India to leading Takt is fueled by his personal experiences on factory floors. His path led him through prestigious institutions such as Princeton (Mechanical & Aerospace Engineering), Harvard (MBA, Baker Scholar), and Bain, and now he is committed to addressing the $8 trillion waste problem in the manufacturing sector.

Backend Software Engineer – AI Applications San Francisco Bay Area | Hybrid (3 days onsite, 2 remote)About TrueMeterAt TrueMeter, we are revolutionizing the way businesses manage their energy costs. The U.S. power grid was not designed for the AI era, and we are here to change that. With the rising demand for data centers and the lagging adoption of renewable energy, many businesses are facing increasing utility bills. Our solution? The AI Energy Agent—a system that simplifies and reduces energy costs by consolidating multiple utility bills into a single, affordable subscription. Since our MVP launch in May 2024, we have successfully onboarded millions in energy spending from notable brands. As a seed-stage startup backed by prominent Silicon Valley investors, we are poised for rapid growth.If you are passionate about developing AI-driven systems that can make a significant impact on the planet, we want to hear from you!The RoleWe are seeking a Backend Software Engineer (AI Applications) who thrives in fast-paced, early-stage environments. In this role, you will transform ideas and prototypes into functional systems in a matter of days.You will be responsible for creating the backend infrastructure that powers our AI Energy Agent, including LLM-driven systems that analyze, structure, and interpret energy data. This includes integrating with multiple utility APIs, managing data pipelines, and developing services that ensure our AI solutions are effective and reliable.You will collaborate closely with the co-founder/CTO and a talented team of engineers, designing scalable backend systems that can grow from 10 customers to 10,000, all while taking ownership of your work and delivering with pride.What You Will CreateAI-Driven Backends: Develop production systems that connect LLMs and coding agents to our data and product APIs.Service Architecture: Design and implement fast, secure microservices using Python (and optionally TypeScript).Data Integration: Build reliable connectors to energy company portals and public data sources.Infrastructure for Intelligence: Help architect the backend infrastructure that enables AI agents to read, reason, and act autonomously across our data stack.Performance & Scalability: Own systems that are designed to operate 24/7 with low latency and high reliability.

Our VisionAquabyte is dedicated to transforming the sustainability and efficiency of aquaculture, a daring and immensely fulfilling endeavor. By enhancing the productivity of fish farming, we aim to support the responsible production of low carbon protein and address one of the most significant contributors to climate change. As the fastest-growing food production sector globally, aquaculture is at a pivotal moment where technology can redefine our approach to ocean harvesting, ensuring its preservation for future generations.Our diverse and mission-oriented team is eager to collaborate with individuals who share our passion. If our vision resonates with you, we invite you to connect with us.Our ProductCurrently, we empower salmon farmers to gain insights into their fish populations, enabling them to make environmentally responsible choices. Utilizing custom underwater cameras, computer vision, and machine learning, we quantify fish weights, assess health conditions, and formulate optimal feeding strategies in real-time. Our product comprises three integral components: on-site hardware for image capture, cloud-based data processing pipelines, and an interactive web application. This creates a dynamic ecosystem with countless intriguing challenges across all layers of technology.At Aquabyte, we prioritize customer satisfaction above all. Our product development is driven by the demands of fish farmers, ensuring we delight our customers with every endeavor. We are committed to fostering a global, collaborative team environment.The RoleWe seek a Senior Backend Engineer to design and maintain the systems facilitating real-time video streaming, AI analytics, and secure remote control of industrial machinery. Your role will involve working on cloud and edge-connected systems that interact with physical devices, where reliability, security, and low-latency communication are paramount.

About ArcadeArcade is dedicated to empowering teams to become exceptional storytellers by creating dynamic visual experiences. Our platform is utilized by over 22,000 teams to enhance their product narratives. We are a team of former Atlassian, AngelList, and Shopify professionals who believe in crafting beautiful, user-friendly products that significantly enhance how software companies present their offerings throughout the customer journey.While our team operates globally, we encourage new members to join us in a hybrid working environment based in our San Francisco, CA office. This is preferred but not mandatory.

Agility Robotics stands at the forefront of robotic innovation. Our groundbreaking robot, Digit, is the first of its kind to be integrated into workplaces worldwide. Our talented team is characterized by its remarkable ability to conceive, design, and implement robots that exhibit advanced mobility, dexterity, intelligence, and efficiency—robots crafted to collaborate seamlessly with humans in environments tailored for them. Daily, we confront engineering obstacles and pioneer innovative solutions that will eventually make robots a common and friendly presence in our lives. This endeavor is not just our passion; it is our duty: our mission is to enhance business productivity and enrich people's lives.About The RoleWe are on the lookout for a Staff Firmware Engineer who will be pivotal in planning the firmware architecture for our robots, designing subsystems, and developing robust and reliable firmware across our entire robot lineup. In this role, you will work in tandem with a diverse team of engineers to comprehend the unique specifications of our products and ensure our robot designs are resilient and primed for production. Additionally, you will act as a key liaison between hardware components and advanced robot control algorithms by documenting interfaces and offering support to fellow engineers.LocationThis position is available at our office in the San Francisco Bay Area. Regular travel to Salem, typically one week per month, will be necessary.About The Work:Contribute to the C++ firmware architecture that powers our robot's low-level sensor network, control systems, and power management.Develop the firmware communication layer utilizing EtherCAT and CAN protocols.Write firmware for the hardware abstraction layer, peripheral drivers, and applications.Conduct real-time hardware testing and debugging with benchtop test equipment such as logic analyzers and oscilloscopes.

Senior Product Engineer (Full-Stack)About embedding-vcOpenArt, a pioneering platform at embedding-vc, utilizes AI to revolutionize storytelling and visual creation, serving millions across the globe. We are on a mission to develop the future of creative tools enhanced by advanced AI technology, enabling users to craft videos, visuals, characters, and narratives with unprecedented speed and ease.Why Choose to Work with Us?Join a small, dynamic team where senior engineers take full ownership of significant systems from start to finish.Experience rapid deployment at scale — your contributions will impact millions.Be part of a founder-led engineering culture that values deep involvement in product and architectural decisions.Engage with an AI-native product that is at the forefront of transforming advanced models into tangible user experiences.Thrive in a low-process, high-trust environment where your judgment, clarity, and speed are paramount.Your RoleWe are seeking a Senior Product Engineer (Full-Stack) to take charge of intricate, user-facing systems from conception to execution. This multifaceted role requires proficiency across frontend UX, backend systems, APIs, and data models, allowing you to balance product speed, scalability, and long-term sustainability effectively.You will collaborate closely with the founders to design, construct, and refine core AI-driven workflows, acting both as a strong technical leader and a thoughtful product strategist.Your ContributionsGuide product features from initial concept and UX design through to backend integration and successful deployment.Architect scalable backend systems, APIs, asynchronous pipelines, and AI inference workflows.Lead system design initiatives with a focus on performance, reliability, and scalability.Create clean, scalable data models across both SQL and NoSQL databases.Develop seamless frontend experiences utilizing React / Next.js.Make informed technical trade-offs and communicate them effectively.Work closely with Product, Design, and Go-to-Market teams.Mentor fellow engineers and elevate the overall engineering standards.Shape architecture, tooling, and engineering best practices.Desired QualificationsEssential SkillsProven full-stack experience with a track record of shipping scalable production systems.Capacity to independently design and deliver complete features.Demonstrated ability to make pragmatic design decisions that balance speed and quality.Excellent communication and collaboration skills to work effectively with diverse teams.Strong problem-solving abilities and a passion for innovation in engineering.

Join Wiz, a groundbreaking leader in cloud security, as a Mid-Enterprise Solutions Engineer. In this dynamic role, you'll collaborate closely with account executives to transform our clients' approach to cloud security, becoming their trusted advisor across platforms like AWS, Azure, and GCP. Your expertise will empower mid-enterprise customers to realize the full potential of our innovative solutions. At Wiz, you'll have the opportunity to work in a fast-paced environment where creativity and technical sales passion are highly valued. Be part of a diverse team that secures the infrastructure for leading organizations, including over half of the Fortune 100, and contribute to our rapid growth.

At Compound Eye, we empower machines to perceive their environments in three dimensions and in real-time using solely passive sensors like cameras and IMUs. Our groundbreaking VIDAS™ technology processes video from automotive-grade cameras to generate a comprehensive, semantic 3D model that vehicles and robots can leverage for navigation. As a fully redundant alternative to LiDAR and radar, VIDAS is revolutionizing industries such as automotive, agriculture, healthcare, and defense, supported by Khosla Ventures and other prominent investors.We are in search of a versatile engineer who is passionate about building, testing, and modifying tangible hardware. If you excel where mechanical, electrical, and software systems converge in the real world, this role is tailored for you. You will be an inventive engineer capable of prototyping innovative concepts, engaging in hands-on fieldwork, and collaborating directly with clients to address their requirements. Your contributions will help transform Compound Eye's autonomy technology into practical, deployable solutions for ground vehicles and drones.

About Brain Co.Brain Co. is an innovative Applied AI startup co-founded by Elad Gil and Jared Kushner, supported by prominent figures in Silicon Valley such as Patrick Collison (CEO of Stripe), Andrej Karpathy (Cofounder of OpenAI), Mike Krieger (CPO of Anthropic), Kevin Weil (CPO of OpenAI), and Aravind Srinivas (CEO of Perplexity).We are dedicated to developing an AI platform and applications that address critical challenges faced by global institutions, creating tangible impacts on real-world issues. Our achievements include:Automating construction permitting for a government, enhancing processing speed by 80% and unlocking over $375M in value.Optimizing supply chains for a major global energy company, reducing costs by 30% while achieving 99% reliability and preventing losses exceeding $100M.Improving hospital patient care across national health systems, resulting in 40% better outcomes and reducing administrative work by 80%.Successfully raising a $30M Series A from top-tier investors.Building a skilled team of over 40 AI experts from leading organizations such as Tesla, Google DeepMind, NVIDIA, and Databricks.At Brain Co., your contributions will have a direct impact, as we prioritize rapid execution and are eager to welcome exceptional individuals who can take charge from day one.About the RoleWe are seeking a Full Cycle Technical Recruiter to spearhead the end-to-end hiring process for Brain Co.'s Engineering teams, specifically in AI/ML, AI Product, and AI Platform domains. You will collaborate closely with our in-house recruiting team and engineering leaders, including the Head of Engineering, to attract and secure top-tier technical talent — individuals who will shape the future of applied AI.This role transcends traditional recruiting; you will architect and propel our recruitment strategy — from developing outbound initiatives and refining our employer brand narrative to managing candidate experiences and negotiating complex offers across international markets.Joining our dynamic and trust-driven environment means that recruiting is viewed as a strategic advantage, and your efforts will significantly influence the quality and direction of Brain Co.'s technical team.Your ResponsibilitiesOversee full-cycle recruiting for AI/ML, AI Product, and AI Platform roles, from sourcing candidates through to offer acceptance.Collaborate with leadership to define hiring needs and establish effective interview processes.Enhance candidate experience to reflect our culture of speed, precision, and mission-driven values.

Join our innovative team as an Engineer at leverdemo-8! This role is part of our ongoing efforts to enhance Lever's testing environment. Please note, this posting is for testing purposes only and not for actual recruitment.At Lever, we are dedicated to revolutionizing the recruitment and hiring process, providing cutting-edge software solutions to industry leaders like Netflix, Yelp, Cirque du Soleil, Shopify, and Spotify. As we continue to grow, we seek talented individuals who are passionate about transforming talent acquisition. Lever has been recognized as the #1 workplace in San Francisco and a top employer across the United States. Our team, known as 'Leveroos', is our most valuable asset, and we are committed to fostering a people-first culture that prioritizes the well-being and growth of our employees.

Cyberhaven is hiring a Solutions Engineer in the San Francisco Bay Area. This position centers on working closely with clients to understand their security needs and shape effective solutions. The role involves both technical problem-solving and direct collaboration with customers. Role overview As a Solutions Engineer, the focus is on designing and implementing security solutions tailored to each client. The job requires gathering requirements, translating them into actionable plans, and ensuring smooth deployment and support. What you will do Collaborate with clients to identify and understand their security challenges Design solutions that address specific customer requirements Support customers throughout the implementation process Apply technical knowledge to solve problems and deliver results Requirements Strong technical background in security or related fields Experience working directly with clients or customers Problem-solving skills and attention to detail

Join Blueberry, a pioneering startup, as we transform the way brands connect with their audiences. Our mission is to re-establish the personal touch in marketing by enabling brands to engage authentically with their customers, even at scale. We are redefining customer engagement through deep insights and tailored interactions that resonate with each individual.As a Founding Engineer, you will play a crucial role in architecting the future of our platform. Collaborate closely with our founders and design team to build and enhance our core product, ensuring it meets the unique needs of brands with millions of followers. Your work will directly influence our technical infrastructure, product development, and company culture.Key responsibilities include:Developing and scaling our innovative product that empowers brands to connect with followers authentically.Making strategic architectural decisions that facilitate rapid development while preparing for future expansion.Translating client needs into effective technical solutions that prioritize speed, quality, and reliability.Cultivating a high-performance engineering culture characterized by collaboration and a focus on product excellence.

Role Overview:Take charge of the backend infrastructure that drives Mem0's innovative memory platform. You will craft intuitive REST APIs, model data using both relational and graph databases, and manage services in a live environment. When users encounter challenges, you will investigate the root causes, implement solutions, and enhance system robustness—all while working closely with frontend developers and researchers to deliver swift, dependable features.Key Responsibilities:Design & Deploy REST APIs: Establish contracts, manage versioning, authentication, and rate limiting; document migrations thoroughly.Data & Schema Modeling: Work with relational (Postgres) and graph databases (e.g., Neo4j); ensure data integrity and optimize performance.Troubleshoot Customer Issues: Utilize logs, metrics, and traces to identify problems, replicate them, resolve issues, and create preventive measures.Performance Optimization: Enhance SQL performance using EXPLAIN/ANALYZE, indexing, partitioning, pagination, and caching solutions (e.g., Redis).Service Development in Python: Leverage asynchronous programming with FastAPI/Starlette, Django/DRF, Flask, and manage background jobs, queues, and scheduling.Cloud Operations: Containerize applications using Docker, deploy on Kubernetes (EKS), and utilize AWS services (EC2, RDS/Aurora, S3, IAM).Instrumentation: Implement custom metrics, structured logging, and tracing; establish SLOs and alerts using CloudWatch/Prometheus/OpenTelemetry.Collaborative Shipping: Partner with frontend teams and researchers to define APIs and roll out features into production.