Hire a freelance engineer trabalhos

I am in dire need of a proficient machine learning engineer who is well-experienced in model selection, training, and data preprocessing. An ideal candidate would be one who excels in Python programming language since it is what I am most comfortable with. Additionally, you should be adept in handling a medium-sized dataset (1GB-10GB). In short, here's what I need: - Proficiency in Python programming - Robust experience with data preprocessing, model selection, and training - Ability to handle a medium-sized dataset (1GB-10GB) This project offers a great opportunity for those looking to flex their machine learning engineering muscles. I am excited to collaborate and see what your expertise can bring to the project.

I'm seeking a license commercial plumbing engineer to design and engineer the plumbing system of my small commercial establishment, which is less than 1,000 sq ft in size. Key tasks: * Ensure optimal plumbing for sinks and a dishwasher. * Handle a mix of provided and sourced fixtures. * Recommend plumbing fixtures/connections Ideal skills: * Proficiency in plumbing design and engineering. * Licensed in the State of Washington * Commercial Food & Beverage experience * Knowledgeable about drains and kitchen fixture installation. * Ability to source appropriate fixtures when necessary.

...Consultant with experience in virtual platforms to assess and propose a new tech stack for my virtual mediation business. Description: Entrepreneur looking for a skilled IT business consultant to recommend a cutting-edge tech stack and workflow recommendation for our new virtual mediation business. We aim to create an efficient platform that enhances client experience and automates crucial processes. Key Features: • Client Portal: Multi-client support for mediation cases and pre and post-mediation coaching. • Onboarding Automation: Streamlined forms, welcome packages, contracts, and payments. • Online Scheduler: Calendar integration for seamless appointment management. • Video Conferencing: Includes breakout rooms and a whiteboard...

Need you to fix a redirect issue with our main domain, must be familiar with working with subdomains. Once fixed need domain B to point to customers subdomain account and domain C to point to a seperate customers subdomain account.

I'm in need of a competent mechanical, civil or offshore engineer who has a deep understanding of torsional natural frequency. The chosen expert would mainly assist in analyzing torsional natural frequency in an offshore engineering context—specifically pertaining to oil and gas exploration. Ideal Skills and Experience: * Proficiency in Mechanical Structure Dynamics * Understanding of torsional natural frequency * Knowledge in total response of a spring-mass-damper system * Practical application of Duhamel integral * Strong background in offshore engineering, especially in oil and gas exploration This task requires precise analysis and close attention to detail, hence only experienced engineers are encouraged to bid. I'm looking forward to frui...

I'm seeking a seasoned structural engineer to assist in analyzing an existing house and advise towards structural upgrades for renovation purposes. Attached are design drawings for basic reference. The house is currently on a permanent wood foundation and will be moved and placed on new ICF walk out style basement Key Responsibilities: - Apply scientific and mathematical principles for the design of the building. - Run detailed analyses to ensure the durability and safety of the structure. Ideal candidate: - Expertise in structural engineering principles. - Previous experience in building design and analysis. - Proficient in CAD software. - Knowledge in physics, mathematics and materials science. This project requires a logical and methodical approac...

I'm in the process of creating a YouTube channel with a primary focus on delivering informative and educational content for adult professionals. To make this venture a success, I am desperately in need of a proficient scriptwriter who can handle different topics expertly. The topics that will be covered in the videos include technology and gadgets, business and finance, and health and wellness. Therefore, I'd highly appreciate it if the interested freelancers have a sound knowledge or at least a keen interest in these areas. Essential Skills: - Strong research skills; able to delve deep into various subjects to deliver well-informed content. - Excellent writing skills. - A good understanding of the YouTube platform. - Preferably...

Job Title: Freelance Writer for Mystery, Thriller, and Horror Stories in Hindi We are seeking a talented freelance writer to create captivating stories in the Mystery, Thriller, and Horror genres. Writers will be compensated per story, with each story expected to be approximately 3000 words in length. Responsibilities: - Write engaging and suspenseful stories within the Mystery, Thriller, and Horror genres. - Develop intriguing plotlines, compelling characters, and thrilling twists. - Ensure each story meets the desired word count and adheres to the specified genre guidelines. - Collaborate with editors to revise and refine stories as needed. Requirements: - Proven experience in writing Mystery, Thriller, and/or Horror fiction. - Excellent storytelling skills with ...

If you're a creative, innovative and experienced designer, I need your expertise. I'm stepping into the world of men's fashion and need a pro to help me create outstanding designs. Your tasks include: - Developing unique, eye-catching men's clothing designs. - Brainstorming ideas and proposing suggestions on design concepts as I have no specific concept in mind. Preferably, candidates should have: - Strong experience with men's fashion. - Exceptional creativity and innovation. - Ability to provide suggestions and ideas. - Prior experience dealing with clients like myself who are unsure of what they're looking for. I welcome all freelance designers who create rather than replicate designs to submit their proposals. Let's design t...

...need of a seasoned marketing expert to assist in a product promotion campaign. The target audience is potential customers, and the primary goal will be to raise awareness and interest in my product. Key Requirements: - Email Blast Campaign: Design an an engaging and persuasive campaign of four outbound email blasts that will be sent to potential customers. The email should be designed for a modern and sleek aesthetic, as this is the style I'm looking for. This will require a good understanding of email marketing best practices and creative skills to make the campaign stand out. - Flyer/Hand-Out: Create a corresponding flyer/hand-out that can be used to further convey the product information in a physical form. It should reflect the same ...

I'm seeking a PCB engineer who's proficient at PCB layout design, circuit analysis and troubleshooting, and component sourcing. The project entails: - PCB Layout Design: The project calls for a standard size, multi-layer PCB. The ideal candidate should have the ability to design and implement PCB layouts that are both efficient and effective. - Circuit Analysis and Troubleshooting: The successful candidate will need to be able to analyze and troubleshoot circuits efficiently. They should be knowledgeable in a variety of circuit types and be able to deal with complex circuits. - Component Sourcing: The project also involves sourcing the necessary components for the PCB. The right candidate should be able to locate quality parts and ensure they are comp...

We are existing business seeking a savvy freelance commodities trader to focus on agricultural commodities on the international markets (Europe, Asia Middle East are the main consumers, other markets to be defined), more precisely we are looking to sell Premium and graded Frankincense Resin from Somalia. Key responsibilities include: - selling Premium Frankincense Resin (aka Boswellia carterii and frereana resins) to international buyers Ideal candidates should have: - Having a strong network of potential buyers (preferably known contacts but not a must) - Prior experience in trading agricultural commodities (having experience in the market and established contacts) - Understanding of international markets

We are seeking a highly organized and detail-oriented virtual assistant to assist with the remote viewing of properties in New York City. Responsibilities: - Contacting Property Agents: - Proactively reach out to listing agents for selected properties in New York City. - Schedule virtual property viewings via video conferencing platforms. - Confirm appointments and manage communication with agents. - Virtual Property Viewings: - Attend scheduled virtual viewings with property agents. - Conduct thorough virtual tours of the property, capturing key details and amenities. - Take notes on the property's condition, layout, and surrounding area. - Ask relevant questions and gather information from the agent. Reporting and Follow-Up: - Create detailed reports summarizing each vir...

...seeking a highly skilled freelance Web Developer to undertake an innovative project involving the development of a Google Maps overlay application. The application will be used to manage and display events, with functionalities tailored for two different user types: commercial users and normal users. This project will integrate advanced features including user authentication, payment processing, and dynamic interaction with the map. Project Details: Development of Two Different Forms: Create user-specific forms for event entry. Commercial users' forms will include membership management and payment functionalities. Google Maps API Integration: Utilize Google Maps JavaScript API to overlay event data on a map, employing custom markers and interactive ele...

...for a software engineer to create an SMS-based lottery platform with a focus on individual users. We are envisioning the creation of an SMS gaming lottery platform that will revolutionize the gaming experience for users across various demographics. The concept is simple yet captivating: individuals will participate by sending SMS messages for specified amounts, and from these entries, the platform will randomly select one winner. The platform will offer a variety of games, including hourly, daily, and weekly draws, enhancing user engagement and excitement. As we embark on this venture, we are seeking a skilled software engineer who can bring our vision to life. Below are the key components and functionalities we aim to incorporate into the plat...

...building systems to create a residential design for a single-family home. Key Requirements: - Design Expertise: You should have a proven track record in residential design, specifically single-family homes. - Panelized Building System Knowledge: Prior experience with panelized building systems is highly preferred. If you've worked with these systems before, please highlight this in your proposal. - Modern Design: Our preference is for modern style design. Your ability to create a modern, yet practical and liveable space is crucial. We do anywhere from 20 to 50 projects a year. I'm looking for design development (in a way that fits into our building system and is compatible to designing to our building system) I need to take a...

I'm in need of a civil design engineer with a knack for renewable design and construction management, specifically in the design phase of a project. Key Requirements: - Experienced civil engineer with proven track record in renewable - Expertise in infrastructure projects, ideally large scale. - Proficiency in planning and design phase of construction. - Ability to adhere to timelines and budget constraints. Your responsibilities will include: - Reviewing and enhancing the project plan for the upcoming infrastructure project. - Conducting detailed design to ensure structural integrity and longevity. - Collaborating with the construction team to ensure seamless execution post design. - Regularly monitoring and controlling the progress of the planni...

...Email Marketing Expert (Freelance)** **Job Description:** We are looking for a proficient HubSpot and Email Marketing Expert to join our team on a freelance basis. This role focuses on leveraging HubSpot's software suite to optimize our marketing strategies, with a strong emphasis on email marketing. The candidate will manage and enhance all elements of our CRM, marketing automation, and customer engagement processes. **Responsibilities:** - Design and implement comprehensive email marketing campaigns within HubSpot to nurture leads and engage customers. - Oversee the integration and management of HubSpot, including CRM, marketing automation, sales automation, and customer service hubs. - Develop and maintain integrations between HubSpot and ot...

I'm looking to hire a freelance Android developer for a quick task to update my QRNG generator mobile app. Most of the codebase required to implement the functionality is already provided. You will need to make necessary adjustments and enhancements to the existing code to align it with the updated requirements and ensure its compatibility with the latest Android standards. Requirements: 1) Textbox Input: Include a textbox for users to enter the size and filename. 2) Byte Stream Generation: Generate a byte stream from /dev/qrandom based on the entered size. 3) Display Byte Stream: Upon clicking the 'Generate' button, display the byte stream in a scrollable textbox below the button. The display should format the bytes in line...

...professional to deliver comprehensive written and verbal translation services alongside a creative video montage. Key Requirements: - Proficiency in multiple languages beyond Arabic and English - Expertise in video montage creation - Ability to effectively convert text and spoken word to designated language(s) - Capacity to creatively integrate translated content into video montage Ideal Skills & Experience: Proficiency in a variety of languages, proven experience in video montage and translation, and the ability to blend artistry with linguistic precision are key for this project. Your portfolio should evidence previous relevant work. This is a great opportunity for freelance translators who have a passion for video editing or videographers...

I'm on the hunt for 2 or 3 talented PHP freelancers who are ready and willing to work with me for 10 to 20 days due to a sudden result of project overload. Here's what you'll be working on: - PHP Development: You'll be using your coding skills to build and modify web applications. - Web Development: Using PHP, you'll create user-facing elements to meet client needs. - Database Management: You'll ensure that the data storage and retrieval systems are effective and efficient. You'll ideally be familiar with the Laravel and CodeIgniter frameworks and use them to execute the projects. While I’m open to all applicants, I am particularly looking for those at an intermediate level who have some experience in handling complex projects. If you'...

I am seeking an experienced engineer with expertise in conducting CFD simulations to aid in a design optimization project. The specific simulation required is a fluid flow analysis, with a focus on pressure coefficient calculations. Key Responsibilities: - Conduct a comprehensive fluid flow analysis - Calculate and analyze pressure coefficients Required Skills & Experience: - Proven experience with CFD simulations - Strong background in fluid mechanics - Proficiency in utilizing simulation tools - Understanding of pressure coefficient calculations within fluid dynamics - Design optimization experience is a plus

I am seeking a residential architect and structural engineer who can take my vision for a single-family home and turn it into a reality. The services I require include: - Architectural Design: Create a visually appealing and functional design for the family home. - Structural Analysis: Ensure the safety and longevity of the home by thoroughly examining and assessing potential structural aspects. - Construction Drawings: Develop detailed blueprints for construction. Experience is key to this project, so I would like to see examples of past work, specifically regarding single-family homes. Demonstrated ability with modern, eco-friendly design would be a bonus. I am ready to begin as soon as I find the right fit, so please only apply if you are read...

I'm looking for a structural engineer skilled in designing large water retaining structures, specifically for potable water reservoirs. The project involves working on reservoirs with capacities exceeding 5,000,000 gallons. Key requirements include: - Extensive experience in the design of water retaining structures, particularly potable water reservoirs - Proficiency in the structural analysis and design of large-scale concrete tanks - Knowledge of industry standards and regulations related to water storage Your task will be to design resilient and reliable structures that guarantee the safety of the stored potable water. Prior experience with similar projects is highly desirable.

I am in need of a DevOps Engineer who is proficient in hosting and Python Flask applications on a dedicated domain. Currently, the project is deployed on an AWS GPU server, however, it's not accessible through the domain. Key Requirements: - Proficient in DevOps to facilitate hosting. - Experienced in deploying and hosting and Python Flask applications. - Ability to configure the HTTPS domain for the project. - Familiarity with AWS GPU server configuration. Your primary task will be to ensure the proper configuration and deployment of the project on the HTTPS domain. This includes setting up the necessary security measures and ensuring the website is accessible to users through our company's domain. Please share your relevant experience and skills in you...

I require the creative expertise of a freelance graphic designer, specifically one with a knack for minimalist logo designs. The key qualities I am searching for in a candidate include: - Strong understanding and execution of minimalist design principles - Prior experience in logo design - Ability to interpret and translate brand identity into a striking, memorable logo Your task will be to create a minimalist logo that can encapsulate the essence of my brand in a single visual symbol. It's crucial for the logo to have a clean, simplistic look without compromising on uniqueness or memorability. Please include examples of past logo designs, especially minimalist ones, in your bid to showcase your ability and style.

...for a skilled web developer to develop a web-based multi-asset portfolio tracker application. The application will allow users to track investments in stocks, mutual funds, bonds, and other assets. Key functionalities will include: User account creation and management Portfolio management and tracking Automatic data import from various sources (PDF, Excel, etc.) Performance tracking (absolute gain, XIRR, etc.) Integration with financial data APIs (optional) Tech Stack: Back-End: Django (Python) Front-End: React Database: PostgreSQL (open to discussion) Your Responsibilities: Collaborate on the development roadmap for the application's core functionalities. Develop the back-end logic using Django, focusing on user management, portfolio models, and data import funct...

I'm in need of a civil engineer who can assist with construction supervision and site inspection and evaluation. Key Responsibilities: - Supervising the construction process to ensure compliance with engineering specifications, building codes, and other requirements. - Conducting in-depth site inspections and evaluating the site's suitability for construction projects. Ideal Skills and Experience: - Proven experience in both construction supervision and site evaluation. - A solid understanding of relevant engineering principles and practices. - Strong analytical and problem-solving skills. - Excellent attention to detail and ability to work independently. - Effective communication and reporting abilities. Please apply if you're confident of deliveri...

I'm in need of a skilled structural engineer who can complete my house drawings with detailed structuring. - The house is of rectangular shape, and I require the following structural details: - Foundation design - Framing plans - Roof truss design The house is planned to be constructed using a mix of materials including wood, steel, and concrete. I need a professional who can ensure that the structure is safe and feasible with these materials. The ideal candidate should have relevant experience in residential structural engineering.

...level of sound effects and music; Participating in discussions and expressing expert opinions out loud. Requirements: Knowledge of modern audio editors; Theoretical knowledge of working with sound; Outstanding sense of rhythm, hearing and humor to create interesting, realistic and funny sounds; Ability to work in the office and remotely; Good communication skills in English; Experience as a sound engineer/designer is preferred; Readiness of the selection task. We offer: Flexible work schedule; Remote work from anywhere in the world; Wages, fair judicial assessment based on the amount of work performed; Opportunities for self-realization and professional development; The next task is to promote material and professional growth; Highly qualified team, department head, prod...

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I'm seeking a skilled ML engineer to develop a unique machine learning model for a security system in ATMs. Key Requirements: - Utilizing an Artificial Neural Network: The primary focus of this project is the implementation of an Artificial Neural Network for precise mask and helmet recognition. Your experience in developing similar systems using ANN will be highly appreciated. - Achieving Accuracy: The desired accuracy level for this system is between 80% and 90%. It's crucial that the model can reliably identify the presence of masks and helmets in real-time. - Compact Deployment: The final system is intended to be deployed within a small device with a Raspberry Pi (watch box dimension). Thus, your experience in deploying ML models on...

...assistant required! We are Seachtain, a weekly Irish language newspaper which is included in the Irish Independent (newspaper) on Wednesdays. Due to our Group's expanding interest in the in the Asian region, we are looking for a freelance, passionate and motivated individual who can carry out a range of basic journalist tasks (meaning as an assistant to one of our journalists) on an ad-hoc basis, in Malaysia. Journalistic-support assignments will vary and may range from reporting on topical news events, conferences, important community events, sport, business issues, interviews, etc. Subjects of interests to our readers will be sent routinely to the appointed individual in a timeous fashion and remuneration will be on a 'per-job'...

Hi HIRE SEO EXPERTS, I noticed your profile and would like to offer you my project. We can discuss any details over chat.

I'm looking for some assistance on an undefined project. The details of the project's primary goal, its nature, and the platform or device it needs to be compatible with were not provided. Therefore, freelancers with a broad range of skills and experience in web and mobile app development, and graphic design are preferred. The project might involve creating a website, developing a mobile app, or designing a logo. The deliverable could be required for desktop, mobile or tablet platforms. Please include your versatile abilities and skill sets in your bid.

I'm in need of a skilled structural engineer to assist in designing a slab for a 15x9m steel-framed workshop. I have a geotechnical engineer's report which classifies the soil as Class M. The requirements are as follows: Purpose - The shed will be primarily used as a workshop, so the slab design should be tailored to support this use. Technical Details - The dimensions of the workshop are 15x9m. - I'd like a 3m apron slab on the front of the workshop. - The geo-technical engineer's report has classified the soil as Class M. Key Requirements - The workshop will only house light machinery and tools, so the design does not need to account for heavy machinery. - I don't have any specific requirements for features to b...

We are seeking a freelance professional to work on our Instagram profile to enhance its overall appearance. The project involves reorganizing existing photos, writing engaging descriptions in English, adding relevant hashtags, and creating a cohesive and visually appealing layout for the feed. In total, the project encompasses 21 posts. Tasks to be Completed: Reorganize existing photos to create a cohesive visual flow. Write engaging and relevant descriptions in English for each post. Add relevant hashtags to increase visibility and engagement. Create an attractive and cohesive visual layout for the entire feed. Freelancer Requirements: Proven experience in managing Instagram profiles and curating feed aesthetics. Excellent command of the English language for...

We need an engineer who can craft prompts for a chatbot, specifically to guide the responses of a ChatGPT API. Job Title: Contract Prompt Engineer for ChatGPT API Location: Remote Company Description: Fam Pacific International is at actively working in applying artificial intelligence technologies to revolutionize how our clients who are top executives interact with our AI-powered business tools. We focus on delivering cutting-edge solutions that enhance user experiences and optimize operational efficiencies. Job Overview: We are looking for a Contract Prompt Engineer with expertise in AI and natural language processing to develop and refine prompts that guide the behavior of ChatGPT API interactions. This role requires a blend of techn...

I am looking for an experienced robotic engineer who can effectively design an agricultural bot that performs pesticide spraying on a medium-scale farm field. Key responsibilities: - Design a mechanical layout that accommodates and operates in a medium-scale farm field. - Incorporate necessary electronics for autonomous operation, movement, and precise pesticide application. - Create a spraying system suitable for widespread pesticide distribution. Ideal Skills: - Robotic Engineering - Mechanical Designing - Understanding of Electronic Systems - Previously experienced in Agricultural Bots would be a plus. Please note that the bot will be primarily used for generic farm use, as specific crop details are not available. Candidates who can offer ...

I built a garage that meets the following specifications: - 12 feet high walls - 12" on center I already obtained a building permit before starting the construction. However, the local inspector has raised concerns about the compliance with local codes. Specifically, they are requesting a structural engineer's seal. I need an experienced structural engineer who can provide this seal. The engineer should be familiar with local building codes and regulations. Experience in garage construction would be a plus.

I'm in need of a professional to design a 24x30 pole barn garage. This garage will be a standalone structure, not attached to my house. The primary function of this unit will be to store my vehicles securely, so the design should encompass this aspect. Need to be licensed engineer in Colorado Key Requirements: - Design a 24x30 standalone pole barn garage for car storage. - The workshop will be devoid of any specific features like electrical installations or plumbing. - The garage should be practical, sturdy, and easy to maintain. Ideal Skills: - Proficient in pole barn design and construction. - Prior experience in creating garages or workshops. - Ability to understand and translate client's needs into practical design. - Strong attention to d...

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I am in need of a talented developer who boasts expertise in WordPress. The task at hand involves creating simple and small blogging website that distinctly reflects my unique vision. The site needs to encompass two essential features: 1. Comment Section: A user-friendly area where readers can share their thoughts and engage in enriching discussions, promoting a lively community ambience. 2. Social Media Integration: Facilitating easy shares to various social media platforms, thereby efficiently broadening the reach of my content. Experience with website development, particularly WordPress, is a must. Also, a good understanding of social media platforms is beneficial, as effective integration of these is key to the project's success. Excellent co...

I'm looking for a freelance developer who can create a multi-service platform that combines social connectivity, e-commerce and delivery, online doctor consultation, home grooming service bookings, as well as event registration and ticketing. Key Features: - Social Connectivity: User profiles creation and management are pivotal, which should be seamless and user-friendly. - E-commerce and Delivery: This part of the platform needs to offer a wide range of products, with a smooth checkout and delivery system. - Online Doctor Consultation: A secure, easy-to-use platform for online doctor consultations is essential. - Home Grooming Service Bookings: This section should allow users to book various grooming services conveniently. - Event Registrat...

I am on the hunt for an experienced Mechanical Engineer who can assist in the design of a dental product. The specifics of the product remain to be defined, but it will be within the consumer electronics sector and will be utilised within a dental context. The ideal candidate will have: - Strong background in developing consumer electronic products - Prior experience with dental product design is an advantageous - Understanding of ergonomics and a focus on designing for durability and cleanliness will be crucial, although the specific features are yet to be determined. Ultimately, I need a professional who can take this project from concept to a well-designed, user-friendly product ready for production. Thus, a strong sense of problem-sol...

I am looking for a proficient software developer who can design a reliable system for short-term stock predictions. Key features of the system would be: - Analysis: The software should analyze historical stock prices for accurate predictions. The electrical engineer or computer scientist who takes on this project should have experience in financial data analysis and stock market predictions. - Short-term focus: The main goal is to focus on short term predictions (days to weeks). Therefore, expertise in trend analysis and algorithmic trading is highly desired. - Platform Compatibility: Since I skipped on specifying the trading platforms, I expect the software to be versatile and possibly compatible with most common trading platforms. Overall, a successful ...

Project Description: We are seeking a skilled AI Developer to join our project on a freelance basis. The goal is to develop an AI-powered tool that automates social media posting for small and medium-sized businesses. This tool will generate content, schedule posts, and analyze performance across multiple social media platforms. Responsibilities:Develop and implement AI algorithms suitable for content creation and scheduling. Integrate APIs from various social media a user-friendly interface for non-technical users. Ensure the system adheres to all relevant social media guidelines and privacy regulations. Work collaboratively with a remote team including a project manager and a content strategist. Required Skills:Strong proficiency in ...

1. Pass the City of Los Angeles Building Department Services (LADBS) Low Impact Development Plan (LID) requir...this is mostly related to the rain garden. 2. Pass the grading requirements - this is mostly the drainage part of LID plan. 3. The grading and LID plan are tied together. The plan you create and sign off on must meet the needs of LID (rain garden) and grading (drainage and permeable area). are two sets of plans. One for the main house, one for the ADU. Why? The main house plan showed a rec room, but that was supposed to be an ADU, so separate plans were then submitted for the ADU and that changed the calculations for roof size for example, which changed the size of the rain garden because is dependent on the % of rooftop, fyi. One for the main house, one for the A...

I'm looking for an experienced electrical engineer to help with a couple of tasks. The primary focus of the work is to improve the efficiency of our existing electrical systems. This includes: - Analyzing our current electrical systems - Planning and implementing power distribution strategies that will enhance the efficiency of our operations The ideal candidate should have experience in: - Electrical system analysis - Power distribution planning - A background in energy efficiency and power optimization would be highly advantageous, as the main goal of this project is to enhance our efficiency. The work does not currently have a specific setting, but experience in industrial or commercial environments would be beneficial.

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