Robotics jobs

I'm seeking a skilled control systems engineer with experience in robotics, specifically with mobile robots. The primary focus is to design a Linear-Quadratic Regulator (LQR) to manage self-balancing of the robot. Key Responsibilities: - Develop a LQR to control the robot's self-balancing - Optimize the regulator for efficiency and effectiveness - Potentially provide guidance on implementation Ideal Skills and Experience: - Extensive background in control systems engineering - Hands-on experience with mobile robots - Proven track record of designing LQRs - Strong problem-solving skills and attention to detail

...defined by you patterns and features unique for the given location. You will create a computer vision system that will enable the Robot to discover and understand something meaningful in its environment. The aim is to test your skills in designing a complete machine learning system. This project challenges you to create a vision system that focuses on a specific pattern recognition task relevant to robotics. This could be detecting gestures for communication, identifying objects of social significance, understanding spatial relationships between people, or any other visual pattern that would help a robot understand one of the five locations. Your vision system will demonstrate how robots can meaningfully interpret visual information....

Direct client KUKA Robot Programmer for Array-Based Pick & Place Application ‐ Remote Keywords Kuka Automation Computer Programming Robotics Design and Production Description Project Goal: Programming a KUKA robot for automated pick and place operations in a grid-based array system. Main Tasks: • Develop robot program for pick and place operations • Implement grid/array-based positioning system • Configure robot movements and coordinates • Set up pick and place sequences Requirements: • Experience with KUKA robot programming • Knowledge of industrial automation and pick & place applications • Understanding of array-based positioning systems Expected Results: • Functional pick and place program for KUKA robot &b...

5 pages informational company website development. Pages are given below.:- 1. HOME 2. Core Values 3. Vision 4. Mission 5. Software Development 6. IT Infra Management Solutions 7. Cloud Management 8. Managed Services 9. NOC-SOC 10. Robotics 11. Contact us

I'm looking for a professional who can simulate a helicopter drone in Gazebo, utilizing ROS or ROS2, alongside PX4 or Ardupilot SITL. The simulation needs to be realistic, incl. realistic flight dynamics and wind conditions. Key Requirements: - Experience in robotics (ROS/ROS2 and PX4/Ardupilot SITL). - Ability to create a simulation environment with realistic conditions. - Capability to incorporate wind conditions into the simulation. - Experience with drones, preferably helicopters. - Integrate a helicopter drone model into the environment. Expected deliverables: - A simulation environment.

...Making the final section more precise and impactful. Expected Deliverables The final report should be a maximum of 7-8 pages after editing. Maintain technical accuracy and coherence. Ensure a professional and academic writing style. Preferred Skills Experience in technical writing and academic editing. Strong command of English academic writing conventions. Familiarity with machine learning, robotics, or logistics optimization is a plus. Interested candidates are encouraged to share samples of their previous work. There is no strict deadline, but high-quality and meticulous work is expected....

I'm seeking an experienced PLC Programmer with a minimum of 5 years in Automation and Robotic applications. The ideal candidate should possess in-depth knowledge and hands-on experience with PLC, HMI, SCADA ladder programming and logic design, particularly with brands such as Omron, Delta, Mitsubishi, Allen Bradley, and Siemens. - Key Responsibilities: - Programming and designing automation systems - Working with both Servo and Stepper motor drivers - Utilizing all electrical and electronic components - Implementing various communication systems, including Modbus, RS232, and Ethernet TCP/IP - Essential Skills and Experience: - Thorough understanding of PLC, HMI, SCADA - Hands-on experience with Omron, Delta, Mitsubishi, Allen Bradley, Siemens - Knowledge of Servo Motor...

...: prior experience is not required, but a keen interest in drone operation is essential. - Mechanical aptitude with the ability to troubleshoot minor technical issues. - Availability for scheduled service sessions (daytime or nighttime after 8 PM). - Ability to work in marine environments and adapt to varying weather conditions. - Valid boat licence is preferred. - Bonus skills: Experience in robotics, underwater operations, or logistics. - Comfortable using digital tools for reporting and data management. Work Environment & Physical Requirements - Work may involve exposure to water, marine environments, and variable weather conditions. - Requires physical activity, including lifting, bending, and working onboard boats. - Use of safety gear and adherence to operational safet...

I'm seeking an expert in robotics and remote control systems to assist in building a slow-speed car powered by two brushless motors. This vehicle must be capable of moving in any direction and using the brake feature of the controller, all while carrying a load of roughly 100 pounds. The target speed is between 5 to 10 mph, powered by a 24V-36V battery. Key Components: - Controller: ODESC3.6 Dual Drive Controller 56V - Brushless Motors: 10 Inch Hub Motor, 48V 500W with Hall sensors - Remote Control: - Receiver: The scope involves designing advanced remote control functionalities for the car, beyond basic steering and throttle. The car should be operable in both indoor and outdoor environments, with the braking mechanism

...Hard hat – Stand out safely on-site. 8. 3D printer or CNC – Perfect for mechanical projects. 9. Multimeter or measuring tools – Electrical engineers need precision. 10. Drone case – Ideal for robotics and aerospace. 11. Car – Place it on bumper or window. 12. Phone – Stick it on the case. 13. Skateboard – Perfect for engineers on-the-go. 14. Fridge – Show off engineering passion. 15. Wall & Mirror – A bold statement piece. 16. Garage – Great for DIY mechanics. 17. Gift – A perfect present for engineers. 18. Electronics workbench – For electrical engineers' tools. 19. Robotics lab – Ideal for circuit board setups. 20. DIY projects – Perfect for prototypin...

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...vision, and robotics. The main focus for the right candidate will be on Computer Vision integration, specifically image classification. What I’m looking for: - A skilled AI & Robotics Engineer with expertise in computer vision and image classification. - Someone who can help bring this vision to life and revolutionize waste management. - An individual who is committed to improving efficiency, reducing landfill waste, and promoting sustainability. Please include in your application: - Your past work relevant to this project. - Proven experience in AI, Robotics and Computer Vision. - Demonstrated ability in image classification tasks. The ideal candidate will have experience with: - Object detection, image classification and image segmentation. - Machi...

I am looking for an expert in robotics to help me with the inverse kinematics of a robotic arm intended for industrial automation. The tasks primarily involve material handling and the arm has a payload capacity of up to 500gm. Ideal Skills and Experience: - Profound knowledge and experience in robotics and inverse kinematics - Expertise in designing and programming robotic arms for industrial automation - Familiarity with material handling tasks - Understanding of payload capacity considerations

...with Hair 4 Life Medical" "Robotic & Manual Hair Transplants Tailored for You" "Expert Hair Restoration Starts Here" "Hair 4 Life Medical: Where Technology Meets Expertise" Descriptions: "Struggling with hair loss? Discover personalized solutions with robotic and manual hair transplants at Hair 4 Life Medical. Book your consultation today!" "Advanced hair restoration combining AI-powered robotics and skilled surgical techniques. Trust Hair 4 Life Medical for natural results. Learn more!" 6. Ad Extensions Sitelink Extensions: "Book a Consultation" -> Direct link to booking page "Read Patient Testimonials" -> Testimonials page "Explore ARTAS Technology" -> Informational blog...

...exoskeleton should provide additional strength and protection, enhancing a soldier's combat capabilities. Autonomy Level: The AI within the exoskeleton should be partially autonomous, requiring human input for decision-making and operation. This will ensure the soldier maintains control while still benefiting from the suit's advanced capabilities. Ideal Skills and Experience: - Expertise in AI and robotics, particularly in creating partially autonomous systems. - Prior experience in developing military-grade equipment or understanding of military needs and challenges. - Skills in mechanical engineering, particularly in exoskeleton design and development. I look forward to working with professionals who share a passion for innovation and a commitment to supporting our...

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I'm looking for an expert in robotics and mechanical engineering to help me design a magnetic crawler. This crawler will primarily be used for maintenance tasks on steel surfaces, and should be powered by hydraulic systems. Key Requirements: - The crawler must be capable of climbing steel surfaces, as it will be used in a variety of maintenance tasks across different levels of a steel structure. - It should be remote controlled. The operator must be able to control the crawler from a safe distance. - The crawler should be designed with the capability of being powered by hydraulic power. Ideal Skills: - Extensive knowledge and experience in robotics and mechanical engineering. - Previous experience in designing similar devices is a plus. - Understanding and experience i...

...latest innovations and trends shaping the future of mechanical engineering. 1. The Rise of Automation and AI Automation and artificial intelligence (AI) are revolutionizing mechanical engineering by enhancing precision, efficiency, and productivity. AI-driven algorithms and machine learning models optimize design processes, predictive maintenance, and manufacturing operations. The integration of robotics in production lines has also minimized human error and increased operational efficiency. 2. Additive Manufacturing (3D Printing) 3D printing has transformed prototyping and production in mechanical engineering. This technology allows for rapid manufacturing of complex components with reduced material waste. From aerospace to automotive industries, additive manufacturing is be...

I'm looking for an experienced ROS developer to help me program a humanoid robot. The project involves creating a control sy...navigation, object manipulation, and speech recognition and interaction. Key Responsibilities: - Design and implement a ROS application for controlling a humanoid robot. - Develop and integrate systems for the robot's movement and navigation, its ability to manipulate objects, and its capacity for speech recognition and interaction. Ideal Candidates Should Have: - Proven experience in developing robotics control applications using ROS. - Hands-on experience with humanoid robots is a plus. - Strong skills in programming for movement and navigation, object manipulation, and speech recognition and interaction. - Excellent problem-solving skills and ...

I'm seeking an expert in agro-tech, specifically in hardware innovations focusing on robotics and automation. The project involves designing, manufacturing, and developing a new product aimed at enhancing agricultural processes through the use of robotics. Key Responsibilities: - Understand the requirements for agricultural robotics - Design innovative robotic solutions - Oversee the manufacturing process - Contribute to product development Ideal Skills: - Extensive knowledge in agro-tech and hardware innovations - Proven experience in designing and manufacturing robotics - Strong skills in product development If you have a passion for agriculture and a knack for engineering, this project could be perfect for you.

Looking for a robotics engineer/electrician to help us figure out a fault we are having in a tote stacker at one of our sites we service.

I am looking for an expert in Arduino programming to write code for controlling 4 servos using a PS2 controller. The servos need to have a full 360 degrees range of motion. Key Requirements: - Proficient in Ar...looking for an expert in Arduino programming to write code for controlling 4 servos using a PS2 controller. The servos need to have a full 360 degrees range of motion. Key Requirements: - Proficient in Arduino programming - Experience with interfacing servos with Arduino - Familiarity with PS2 controller and Arduino - Ability to write efficient and effective code Ideal Skills: - Expertise in robotics - Proficient in coding and debugging - Excellent problem-solving skills Please ensure to provide a comprehensive portfolio demonstrating your relevant experience a...

...prior experience is not required, but a keen interest in drone operation is essential. - Mechanical aptitude with the ability to troubleshoot minor technical issues. - Availability for scheduled service sessions (daytime or nighttime after 8 PM). - Ability to work in marine environments and adapt to varying weather conditions. - Valid boat licence is preferred. - Bonus skills: Experience in robotics, underwater operations, or logistics. - Comfortable using digital tools for reporting and data management. Work Environment & Physical Requirements - Work may involve exposure to water, marine environments, and variable weather conditions. - Requires physical activity, including lifting, bending, and working onboard boats. - Use of safety gear and adherence to operatio...

I'm seeking an expert in intellectual property, specifically in patent law, to review the drafting of a patent for a range of automated intelligent systems, including drones, self-driving vehicles, and robotics. - Key focus: The review should primarily target the patent filing process, ensuring that the documentation is comprehensive, legally sound, and strategically positioned for approval. - Ideal skills: The ideal candidate should have a deep understanding of patent law, particularly as it pertains to autonomous systems, and should have experience with patent document drafting and review. - Task: I need this review done before the patent reaches the filing stage, to ensure that any potential issues can be addressed proactively.

I'm looking for an expert in AI robotics to create a server-side mobile AI robot, capable of responding to sound and video streams in Cantonese. Key components of the project will involve using wav2lip, LiveTalking, and the ChatGPT Realtime API. Essential features of this AI robot: - Video Streaming: The robot should be able to stream video in real-time output to OBS to answer video call. Ideal skills and experience for the job include: - Proficiency in AI and robotics - Experience with server-side programming - Knowledge of Android and iOS development - Familiarity with using wav2lip, LiveTalking, and ChatGPT Realtime API - Skills in implementing video streaming functionality.

...Formatting Job Description: I need a professional to create a well-structured internship report and a PowerPoint presentation based on my online robotics internship with Kodacy. I will provide the necessary content, but the freelancer should ensure professional formatting and structure. Tasks: 1. Internship Report (MS Word - A4 Size)** - Cover Page: Title, my details, and internship details. - Table of Contents:Properly structured with 15 chapters. - Well-Formatted Sections: - Introduction to Kodacy and their projects (Research their projects online). - Tasks performed during the internship. - Case study on a specific robotics project. - Methodology. - Applications, Advantages, Disadvantages, Results, and Future Scope. - Conclusion and R...

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... #### **Objective:** We are seeking an experienced SEO specialist to manage and optimize the **Pixelia website** on an ongoing basis. The goal is to increase organic traffic, improve search rankings, and enhance online visibility for STEM education programs, AI, robotics, and esports initiatives. --- ### Scope of Work & Ongoing Tasks: #### 1. SEO Strategy & Planning - Conduct an initial SEO audit and provide a strategy roadmap. - Develop a keyword strategy targeting relevant STEM education, AI, robotics, and esports keywords. - Monitor SEO trends and Google algorithm updates, adjusting strategies accordingly. #### 2. On-Page SEO Optimization - Optimize meta titles, descriptions, and headers for all key pages. - Ensure proper keyword placement and ...

...Zerg Buildings: ○ Hatchery – A grotesque organic structure pulsating with energy. ○ Spawning Pool – A bio-pool with tentacles and glowing green acid. ○ Evolution Chamber – A mutating, hive-like structure dripping with slime. 3. Protoss Buildings: ○ Nexus – A sleek, glowing command structure with golden arches and psionic energy. ○ Gateway – A portal-like structure with flowing energy. ○ Robotics Facility – A workshop with advanced, floating machinery. C. Vehicles: Each faction will have unique vehicles that expand their combat strategies: 1. Terran Vehicles: ○ Viking – A transforming aerial vehicle with dual modes (airplane and walker). ○ Battlecruiser – A massive starship with laser cannons and missile pods. 2. Zerg C...

...comprehensive mall management system. This project involves developing a website and a mobile app (compatible with both Android and iOS) for managing mall facilities. Key Features: - Booking functionalities: Customers should be able to book rooms to play games and reserve tables at restaurants. - Interactive menus: Customers can view menus from restaurants. - Robotics controls: The app should have the capability to read from a database for robotics controls. - Multi-level user roles: The system should support Admin, Customer, and Staff roles. Backend & Deployment: - A robust backend admin panel is needed for adding rooms, menus, etc. This should reflect in real-time across the mobile apps and website. - The apps should be deployable on the Google Play Store and Appl...

...Requirements: - Proficiency in motion graphics, specifically creating 2D/3D animations. - Experience crafting explainer videos. - Ability to translate intricate product features into engaging visual narratives. Your role will be crucial in enhancing brand awareness through a captivating product showcase. Previous work with similar projects will be highly regarded. In general, my company (Greenroom Robotics), makes software to enhance maritime vessels and operations. Our mission is to transform maritime industries through the ethical application of Remoate and Autonomous Systems and Artificial Intelligence. To achieve this mission, we have some software prodcuts to deliver process digitisation, autonomous ship navigation, maritime situational awareness, and a digital twin. These...

I'm looking for an expert in robotics and reinforcement learning to develop a quadruped robot to assist in search and rescue operations during natural disasters. Key Requirements: - The primary goal of this quadruped robot is to traverse through rough, urban rubble. - The robot must be engineered to prioritize climbing over obstacles. - It should be capable of navigating with stability on uneven surfaces. Ideal Skills and Experience: - Extensive knowledge in robotics and reinforcement learning. - Proven experience in designing robots for disaster response. - Expertise in creating robots capable of climbing over obstacles in urban rubble. The model will be a spot micro

I am looking for a talented engineer who can build a robot/machine capable of detecting specific objects in an outdoor environment. The primary function of this robot will be to detect baseballs, tennis balls, and ping pong balls. Key requirements: - Expertise in robotics and machine design - Experience working on outdoor robots - Skills in object detection technologies - Innovative mindset to differentiate between specific objects. This project is ideal for someone with a solid background in engineering, robotics, and machine learning. Your job will be to create a machine that can effectively and efficiently detect these balls in an outdoor setting.

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I'm looking for a skilled mechanical, mechatronics, or robotics engineer with experience in machine path planning and CAD feature extraction. The goal is to develop a solution that enables a machine to move from one X, Y coordinate to another while determining the shortest, collision-free path. The first step involves extracting geometric features like surfaces and curves to find planes, circles, cylinders, cones, angles, points, and lines—from a CAD file. For measurements, we need specific points for each feature: one for planes, two for lines, three for circles, six for cones and cylinders, and six for angles between planes. The project will require implementing and comparing several path-planning algorithms, including BFS, DFS, Dijkstra’s algorithm, A*, and Dijk...

Creating high-quality pool billiard simulation in Gazebo with advanced features. The simulation will be i...ball physics, and an interactive features like integration with ROS are desired. I am a mechatronics engineer with more than 3 years of experience in ROS and Al. I have successfully completed numerous open-source projects using ROS, including three differential drive robots and one UUV robot. My expertise lies in various robotics concepts such as navigation, manipulation, design, control, sensing, and actuating. My Top Skills: 1. Robotics Frameworks: ROS1, ROS2,PX4 2. Embedded Systems: Raspberry PI, Arduino 3. CAD: SolidWorks, NX, Blender 4. Simulation: Gazebo, Webots 5. Database: MySQL 6. Programming: Python, C++, PHP 7. Library: OpenCV 8. Al Framework: TensorFlow

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I'm looking for a skilled research writer who specializes in technology. The focus of this project will be specifically on the field of robotics. Ideal Skills and Experience: - Proven experience in writing technology-focused research papers, particularly in the area of robotics. - Strong research skills to gather and analyze relevant data. - Ability to present complex information in a clear, concise manner.

...message finds you well. We are currently exploring the establishment of an automotive manufacturing plant and are seeking reputable companies or service providers with expertise in designing, setting up, and commissioning automotive production facilities. Our requirements include but are not limited to: Plant layout and design Equipment procurement and installation (including assembly lines, robotics, and testing units) Automation and Industry 4.0 solutions Project management and commissioning Compliance with safety and environmental standards We are keen to partner with a provider who has extensive experience in the automotive industry and a proven track record of delivering large-scale projects. Please let us know your availability for an initial discussion and provide any ...

...(but are not limited to): Hacking & Cybersecurity: Ethical hacking, penetration testing, security exploits, encryption, and counter-attacks. Programming & Development: Python, Perl, .NET, C, C++, C#, Java, PHP, JavaScript, and more. Electronics & Hardware Engineering: IoT, embedded systems, circuit design, and hardware hacking. Science & Technology: AI research, quantum computing, biotechnology, robotics, and space technology. History & Intelligence: Historical analysis, military strategies, geopolitics, and intelligence operations. Online Business & Finance: Passive income strategies, gambling algorithms, high-risk investments, cryptocurrency trading, and advanced financial analysis. 2. Full Laptop Control & Task Execution AI should be capable of aut...

I'm looking for a Robotics Engineer and CAD Designer to create a robot for home use. This robot will primarily serve two main purposes: providing entertainment and assisting with various tasks. Key Responsibilities: - Design and engineer a home robot - Integrate functionalities for entertainment and assistance - Incorporate an interactive display into the robot Ideal Skills and Experience: - Extensive experience in robotics engineering - Proficient in CAD design - Previous experience designing home robots is a plus - Knowledge in integrating interactive displays into robots This is a unique opportunity to design a robot that can entertain and assist, making a significant impact in home automation. I look forward to seeing your proposals.

I'm seeking an expert in robotics simulation to model an industrial 'pick and place' robot for a warehouse environment. Key aspects of the project: - Simulating a robot intended for material handling. - The robot's task will be to pick items up and place them down at different locations. - The simulation should accurately represent the dynamics and constraints of a warehouse. Ideal skills and experience for this job: - Proficiency in robotics simulation software. - Prior experience with industrial robot simulations. - Understanding of warehouse logistics and material handling processes.

I need a freelancer to create a PowerPoint presentation (10-12 slides) on one of the five manufacturing trends in Facilities Management. Key Requirements: - You need to choose one of the five manufacturing trends: Reliability in Manufacturing, AI in Manufacturing, AR in Manufacturing, Robotics & Drones in Manufacturing, Manufacturing 4.0: Industry 4.0 - The slides should be engaging and informative. - The presentation should be suitable for a broad audience, as its target is not limited to a specific group. Ideal Skills: - Experience in creating professional PowerPoint presentations. - Strong understanding of manufacturing trends in Facilities Management. - Ability to present complex information in a clear and engaging way.

I'm in need of a professional with experience in robotics engineering and AI programming to create engaging and informative textbooks for students in grades 3 to 10. Key Responsibilities: - Develop textbooks covering the exciting fields of robotics and AI. - Ensure content is suitable for the target age group, balancing complexity and accessibility. - Incorporate interactive elements and real-world applications to engage young learners. Ideal Skills and Experience: - Proven experience in writing educational material, particularly STEM subjects. - Strong background in robotics and AI. - Understands the cognitive abilities of 3rd to 10th grade students. - Experience in textbook publishing and promotion is a plus. - Experience in curriculum development and lesson ...

I'm in need of a PCB design ... These sensors will include IR, LDR, humidity and temperature sensors, and ultrasonic sensors. Key Features: - Dual power input: The PCB should be designed to be powered by both an external power supply and a battery. - Versatile sensor compatibility: It should support 3 and 4 pin sensors. - Robotics centric: The primary application of this design is for robotics. Ideal Skills and Experience: - Extensive experience in PCB design - Proficient with Maixduino specifications - Familiarity with robotics and related components - Understanding of power management in PCB design - Experience with designing for dual power sources - Knowledge of working with various sensor types Your expertise in these areas will be crucial in creating a suc...

I'm in need of a skilled writer with a strong background in engineering to create technical articles for me. Ideal candidate should be: - Proficient in writing and content creation - Experienced in writing technical articles - Knowledgeable in the engineering field ...Knowledgeable in the engineering field The articles should focus on topics related to electrical engineering. Each article should be between 500-1000 words. The articles should be written in a formal tone. Feel free to choose relevant topics within the field of electrical engineering. Please focus on industry applications within electrical engineering. The articles should focus on automation and robotics. I expect articles to be delivered on a bi-weekly basis. Please follow the general formatting guidelines fo...

I'm in need of an experienced engineer or designer who can create a combat robot for one-on-one competitions in the lightweight category. Key Requirements: - Understanding of combat robot design principles - Experience with lightweight robotics - Ability to design for competitive durability and performance - Creativity for innovative combat features Ideal Skills: - Mechanical Engineering - Robotics - CAD Design - Competitive Strategy Formulation This robot will compete in the arena against other robots, so its design should prioritize both offensive and defensive capabilities. Please provide examples of your previous work in your bid.

...The visuals should depict the robot performing various actions, including walking, making gestures, showing expressions, and responding to user interactions. Ideal Skills and Experience: - Expertise in 3D modeling and animation - Proficiency in creating photorealistic images - Experience with character animation - Ability to depict complex interactions in animations - Strong understanding of robotics and humanoid movement - Experience in advanced texturing techniques - Expertise in software like Blender, Maya, or 3ds Max - Proficiency in photorealistic lighting setups The robot should have a friendly and approachable appearance. The visuals will be used for prototype demonstration. The robot should have a futuristic sleek appearance. The robot's actions and expressions sh...

I'm seeking a seasoned Flutter Developer to create a cross-platform mobile app for TechGenius Workshops. This educational platform provides interactive tech workshops for students from Class 5 to 12. The app's primary function is to link students with workshops, facilitate registrations, and ensure a smooth learning journey. Key Features: - Categorized workshop listings (AI, Robotics, Drones, etc.) - Student-focused user registration/login - Workshop enrollment with integrated payment gateway - Notifications system for upcoming workshops - Comprehensive admin panel for managing workshops, users, and payments - Modern and sleek responsive UI/UX for both Android and iOS The ideal candidate should have: - Extensive experience in Flutter development - Strong understanding of...

I am in need of a robotics engineer proficient in Adams software to simulate the movements of an industrial robot specifically designed for assembly line work. Key Responsibilities: - Utilize Adams software for simulating robotic movements - Focus on an industrial robot - Design simulations based on assembly line tasks Ideal Skills: - Proficiency in Adams software - Experience in robotics engineering - Understanding of industrial assembly line processes The freelancer must have a strong background in robotics and software simulation, particularly with Adams. Prior experience with assembly line robots is a significant plus.