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I'm looking for a data engineer with solid Pyspark knowledge to assist in developing a robust data storage and retrieval system, primarily focusing on a Data Warehouse. Key Responsibilities: - Implementing efficient data storage solutions for long-term retention and retrieval - Ensuring data quality and validation procedures are in place - Advising on real-time data processing capabilities Ideal Candidate: - Proficient in Pyspark with hands-on experience in data storage and retrieval projects - Familiar with Data Warehousing concepts and best practices - Able to recommend and implement appropriate real-time processing solutions - Strong attention to detail and commitment to data quality. Specifically, I have a Jira ticket that consists of creating an application that runs ...

*If you are interested in the job, please send your CV together with a 1-2mins video introduction about yourself. Job Description: We are seeking a proactive and adaptable Personal Assistant to join our vibrant team, offering crucial support to our CEO across a myriad of administrative tasks. This New Delhi-based position encompasses a substantial remote work component (80%), with a select set of responsibilities requiring travel within Delhi (20%). Embark on a rewarding journey filled with professional challenges and personal interactions, ensuring a unique and fulfilling work experience each day. Job Responsibilities: • Undertaking research initiatives on various subjects for the CEO, collecting, analyzing, and summarizing data and trends to furnish acc...

I'm looking for a skilled software engineer. THis task is too large for excel power query, however i want it to operate in a similar fashion. The main purpose of this project is to develop a self-updating database of every racehorse in the state of NSW, Australia, via the website. Key tasks and responsibilities: - Determining the best platform for the software (Web-based/Desktop-based/Mobile application). - Creating a software solution that will automatically update and manage a database of racehorses. Skills and Experience: - Proficiency in at least one high-level programming language i.e., Java, Python, C++ - Experience with automation software - Familiarity with database management - Ability to recommend best software platform based on project requirements. Thanks :

I'm looking for an experienced cloud engineer who specializes in migrating Windows Server images to AWS. Key Requirements: - Proven experience with Windows Server migration to AWS - Ability to handle a Windows Server image of less than 100GB - Proficient in setting up auto-scaling and managing database services post-migration. - ASPnet old version is running in windows server 8. Need to migrate everything in other machine in cloud. Applicants should be able to provide references of similar projects. This project demands a highly skilled individual who can efficiently manage every step of the migration process and post-migration services.

...industry veterans, Confirmis business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision making, particularly in developing economies. As a Site Verifier, you will be responsible for verifying a company’s existence through visual data by conducting a site visit to ensure that we provide reliable and accurate information to our client. JOB DESCRIPTION: • Conduct basic verification with the subject company’s authorized representative, such as line of business, key executives' name, etc. • Take pictures of the subject company and its vicinity, as per Confirmis’ standard operating guidelines. • Provide observation about the company to gauge activeness, e.g., staff working at the...

I'm looking for a proficient Arduino engineer to integrate and build a project revolving around proximity sensor integration. This project is centered around a 6 sensor counter setup. The ideal skills and experience for this job would include: -Strong knowledge in Arduino -Experience in sensor integration, specifically proximity sensors -Understanding of data logging and its applications Responsibilities will include: -Programming the Arduino to reflect sensor integration -Developing a setup to add 6 proximity sensors together into one counter -Assuring that data logging works optimally with the integrated sensors If you possess these skills and believe in delivering quality work, please submit your proposal. I look forward to working with you.

I need an expert in CV writing to help update my CV. The updates will focus mainly on: - Work Experience: I want to highlight the most recent jobs only. Please articulate the roles and responsibilities in these positions in a clear, concise and professional manner. - Skills: The focus should be on both hard and soft skills. Detail my mechanical engineering skills and balance them with my soft skills. A freelancer with experience in recruitment or human resources particularly in the field of engineering is highly preferable. Extensive knowledge in crafting compelling narratives for CVs would ensure the final output showcases my value and expertise effectively.

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PLEASE READ THE ATTA...with API integration for common software systems. Application Submission: • Please submit your resume and a portfolio showcasing your previous work on similar CRM platforms. • Include case studies or examples of past projects that demonstrate your ability to develop and scale CRM systems. Additional Instructions: • Be sure to read the attached documents which contain the project's detailed description and the rules of communication to ensure alignment and understanding of the project scope. To Apply: We look forward to receiving your detailed proposals and discussing how you can contribute to the success of this project. This is an excellent opportunity for developers with a passion for creating scalable, integrated CRM solutions using o...

- Project Description: Redesign a booking website, focusing on a streamlined user experience with an emphasis on the color blue. Ensure the site is user-friendly, easy to navigate, and fully mobile responsive. - Technical Requirements: Expert understanding of web design principles that optimize user experience and conversion rates. Experience with integrating and securing payment gateways. Knowledge of implementing search features with filters for different categories (e.g., boat types and locations). - Functional Features: Comprehensive booking system accommodating multiple boats with a search feature, supporting boat type and location filters. Secure payment gateway for credit and debit card transactions. High-quality, captivating visuals for the homepage featuring the ...

...build a job portal app compatible with both iOS and Android devices. The main features to include in the design are: - Job seeker functionality: Browsing listed profile, Listing own profile, attaching a resume, add manually typed resume, building resume, etc - Employer functionality: High-level filtering candidate profiles, Viewing candidate profiles, scheduling an interview with them, should able to take a report for day/month/year, etc for how many were interviewed, selected, completed what stage, add team members for the interview panel, review a candidate, favorite profiles Experience in cross-platform app development, especially in Flutter, is of high importance. As we aim to provide a streamlined user experience for job seekers and employers alike,...

I am in need of a high-risk payment processor for my E-commerce and lawyer office businesses. Currently, I'm facing the following challenges: - Chargeback Issues: My current payment processor isn't equipped to handle chargebacks effectively. I need a solution that can help me mitigate these risks and manage them efficiently. - Accepting Saudi Arabian Bank Cards: I ne...should have experience working with high-risk businesses and be well-versed in dealing with chargeback issues. Knowledge of the Saudi Arabian financial system and experience in integrating payment gateways for this market is a strong plus. Your expertise in the field would be invaluable in helping me find a reliable and efficient payment solution for my businesses. IF YOU HAVE NOT READ THE DESCRIPTION YOUR...

Description: I am seeking a skilled freelancer to optimize and enhance my WordPress website. The website currently faces several issues, including outdated templates, slow loading times, low Google PageSpeed Index score, and security vulnerabilities. Tasks to be completed include: Update outdated templates and plugins to ensure compatibility with the latest WordPress version. Implement strategies to improve website speed and enhance the Google PageSpeed Index score significantly. Configure website indexing for all major search engines to improve visibility and accessibility. Enhance website security measures to mitigate spam comments and bot visits effectively. Key Deliverables: Updated templates and plugins Improved website speed and Google PageSpeed Index score Configured search...

Product information on connector locking devices for electric vehicles <Overview> Please collect product information on vehicles or service information that have or will have the technologies described in the “Technology Description” section below. <Technology Description> This technology switches the connector connected to the inlet of an electric vehicle between the locked and unlocked states. There are various types of connectors that connect to inlets. For example, there are DC charging connectors, AC charging connectors, discharge connectors, etc. At this point, you need to determine exactly what type of connector will be installed in the inlet. If the wrong connector is connected to the inlet and it becomes locked, the user may not be able to e...

I need a professional to help me tweak two existing CDR labels. The changes are minimal and are solely focused on text modifications and color adjustments. Key Tasks: - Modify the product description in each label. This should be done without altering the overall design and layout. - Enhance the existing color scheme. We're looking to retain the original color palette but elevate it to make the labels more visually appealing. Ideal Skills and Experience: - Proficient in graphic design and label creation. - Have a keen eye for detail to ensure the labels maintain their aesthetic appeal. - Familiarity with the CDR format is a plus, but not required.

I am seeking a Machine Learning engineer with proficiency in Python. You should be able to apply your skills to solve a classification problem with a text dataset. Key Responsibilities: - Develop and implement a suitable ML model for the text classification problem - Conduct detailed data analysis and preprocessing Ideal Skills & Experience: - Extensive Python programming experience - Wide understanding and experience in Machine Learning, specifically in classification problems - Experience in working with text datasets - Familiarity with popular Python libraries used in ML such as scikit-learn, pandas, and numpy If you have a strong grasp of Machine Learning techniques, particularly in text classification using Python, then this is for you!

As a company, we are in need of an experienced AutoCAD engineer who can efficiently carry out drafting and designing tasks, with a strong emphasis on 3D modeling of mechanical parts. Ideal expertise includes but is not limited to: - Proficiency in drafting and designing on AutoCAD. - Expert level 3D modeling skills, particularly in creating detailed, accurate models of mechanical parts. - Experience in using AutoCAD 2022 as we require the most updated and efficient designs. In this project, your main objective would be to translate our concepts into technical designs and 3D models that can be used for manufacturing mechanical parts. Only freelancers with a proven track record in similar projects will be considered. If you are adept at CAD file conversion, that may potentially be ...

I'm in need of a website that is secure and provides my c...provides my clients with the ability to register and login. The key features of the site should be: - User registration - User login - User profile creation My clients should also be able to access an Excel file on our Onedrive cloud and extract pricing information from there. Finally, they should be able to submit their orders directly to us via email. This includes order details such as description, price, and delivery instructions. Additionally, clients should be able to attach relevant files to their orders. The ideal candidate for this project would have vast experience in secure website development, Microsoft Onedrive integration, and email integration. Familiarity with order processing systems would also be a...

I'm looking for a skilled graphic...looking for a skilled graphic designer to create an A4-sized coloring book aimed at ages 4-6, featuring a range of occupations including police officer, doctor, firefighter, nurse, teacher, astronaut, engineer, photographer, painter, tailor, farmer, pilot, lawyer, and dentist. Specifically, I would like the coloring pages to incorporate: - Profession-relevant objects, such as police cars, stethoscopes, and firefighting hoses - Representation of the roles in an engaging, age-appropriate style A strong candidate will have experience in children's illustration or educational material design, and be capable of creating simple but enticing visuals that engage young children’s interest and creativity. Please ensure the design...

I'm in need of a structural engineer with experience in welding and steel properties. This is a personal hobby project where I'm working with steel materials. Key Requirements: - Understanding of steel properties and behavior - Proficiency in welding techniques - Ability to conduct welding strength calculations - Experience in structural engineering Your responsibilities will include: - Analyzing the welding requirements and specifications of the project - Implementing the necessary calculations to ensure the welding strength meets the desired standards - Providing insights and recommendations for enhancing the welding strength The ideal candidate should have a solid background in structural engineering, particularly in the context of welding and steel. Your expertise w...

We are engaged in the bag industry import and export supplier of the company, is committed to providing customers with more cost-effective bag production services. Now we need an engineer to help us build a company promotional page, which is required to meet the aesthetics of European and American customers. If you are good at it and interested in this job, welcome to contact me and communicate the design details. Please confirm with a reply starting with Hello World.

I'm in need of an experienced desktop app engineer to develop a cross-platform remote desktop application. The app needs to be compatible with Windows, macOS, Linux, iOS, and Android. Key Features: - The app should have functionalities similar to Connectwise, with remote desktop capabilities. - Data encryption: Ensure that all data transferred between the remote and local devices is securely encrypted. - File synchronization: Allow for seamless and automatic synchronization of files between the remote and local devices. - Auto updates: Implement a feature that automatically updates the app across all platforms to ensure security and functionality. Ideal Skills and Experience: - Proven track record in developing cross-platform desktop applications. - Knowledge of data encrypt...

I need an experienced mechanical engineer specializing in thermal analysis and simulation to work on a project related to Li-ion batteries. I have already done some work. I don't know about battery modeling on ANSYS Fluent. I am trying to mimic TR using a thermal model. The geometry and the parameters are taken from the research paper (the research paper is attached). I propagated TR using a user-defined function (UDF) on ANSYS Fluent, but I couldn't get a higher cell temperature than the one mentioned in the paper. The UDF contains the data points and Time extrapolated from the research paper (Fig. 5). The heat generation is calculated using q''' = rho*Cp*dT/dt. (The work should be done on ANSYS Fluent). Key Tasks: - Conduct detailed thermal analysis a...

I need an experienced firmware engineer to work with the Nordic nRF52833 chip and handle Bluetooth Low Energy (BLE) functionality. Key Responsibilities: - Develop and implement BLE functionality for data transmission to smartphones - Advanced PCB design skills are also a must for this project Ideal Skills and Experience: - Proficiency in Nordic nRF52833, BLE development, and PCB designing - A proven track record of implementing successful BLE capabilities for data transmission to smartphones - PCB designing experience at an advanced level Please note that this project requires a deep understanding of both firmware development and PCB design. Experience with similar projects will be considered a significant advantage. Your ability to deliver high-quality and reliabl...

I am seeking a proficient Python programmer who can create a web scraper for Lazada. Key Responsibilities Include: - Develop a Python program that will enter query in search box and scrape Lazada for the following data: product name, images, price, description, seller, and URL. - The scraper should be able to handle pagination plus also bypass captcha using 2captcha api Ideal Skills and Experience: - Proficiency in Python and web scraping frameworks. - Familiarity with the Lazada's web structure and data extraction. - Experience creating scrapers for e-commerce platforms. Website lazada .

...industry veterans, Confirmis business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision making, particularly in developing economies. As a Site Verifier, you will be responsible for verifying a company’s existence through visual data by conducting a site visit to ensure that we provide reliable and accurate information to our client. JOB DESCRIPTION: • Conduct basic verification with the subject company’s authorized representative, such as line of business, key executives' name, etc. • Take pictures of the subject company and its vicinity, as per Confirmis’ standard operating guidelines. • Provide observation about the company to gauge activeness, e.g., staff working at the...

I am in need of a USA licensed engineer for the state of New Mexico USA who can provide and stamp plans for a small prefab metal building project. The primary purpose of the building is for small warehouse, commercial use. We are purchasing a metal building kit to erect on a small 1/2 acre lot and the manufacturer will provide manufacturer's drawings for the warehouse. We need structural foundation plans for the warehouse building and stamped drawings for a permit. It is a very simple metal building, 4000 sq. ft, and located in New Mexico. The ideal candidate for this job should have experience in metal building engineering and have a thorough understanding of local building codes and regulations. The expected timeline for completion is 2 weeks.

...industry veterans, Confirmis business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision making, particularly in developing economies. As a Site Verifier, you will be responsible for verifying a company’s existence through visual data by conducting a site visit to ensure that we provide reliable and accurate information to our client. JOB DESCRIPTION: • Conduct basic verification with the subject company’s authorized representative, such as line of business, key executives' name, etc. • Take pictures of the subject company and its vicinity, as per Confirmis’ standard operating guidelines. • Provide observation about the company to gauge activeness, e.g., staff working at the...

I'm searching for a skilled software engineer to support with existing and new products and to work alongside our exiting team of engineers. Skills (Essential): -Advance experience and confidence with JavaScript, HTML/CSS -Advance experience and confidence with React.js, Vue.js, Tailwind ss, and Nuxt js -Experience with Node.js -A solid understanding and proven experience with developing web based software applications. -Confident with AWS, Firebase, Serverless -Digital Payments (Stripe, Xero API), Automation experience, 3rd party integration (Proffered) Looking for someone to start and join or growing team for regular and ongoing work. Must be willing to chat via video calls and Slack with existing team.

I'm looking for a professional copywriter with a strong understanding of technical, sales, and IT roles to help me create detailed and engaging job descriptions. Key Responsibilities: - Craft full comprehensive job descriptions for each role, incorporating both bullet points and paragraphs to provide a comprehensive view of the responsibilities and requirements. - Ensure the descriptions are tailored to the specific roles, highlighting the unique aspects of each. - The ability to infuse the descriptions with a persuasive tone that can attract the right candidates. Ideal Skills and Experience: - Previous experience in writing job descriptions, especially for technical, sales, and IT roles. - An understanding of the different requirements and terminologies assoc...

I need an experienced structural engineer to help with load calculations for an industrial facility. The primary material used in the structure is steel, so familiarity with steel structures is essential for this project. The structure in question is an industrial facility. Therefore, the calculations must be robust and able to support the industrial activities within the facility. Ideal skills and experience for this job include: - Proven experience in structural engineering, particularly in steel structures - Proficiency in conducting load calculations - Experience with industrial facilities would be a plus

I'm in need of a proficient and experienced electrical engineer to design an analog audio circuit for mixing multi-channel signals sourced from line level feeds. This will require expertise in designing robust and low-noise analog audio circuits capable of dealing effectively with multiple audio inputs. Ideal Skills and Experience: • Proficiency in electronic circuit design, specifically analog audio circuits. • Experience with handling multi-channel signals. • Familiarity with line level audio signal processing and mixing. We need an engineer with deep experience in high-end analog circuit design using low noise operational amplifiers. We will provide basic diagrams and objectives. The project involves high quality op amps and line...

I need an expert in graphic design who can create captivating and detailed product descriptions for electronic products. The work will entail conveying technical information about each product in an understandable, appealing way. Ideal Skills: - Strong graphic design skills with experience in product descriptions. - Familiarity with electronics, their function, and features. - Strong technical writing abilities. - Experience in creating content for retail/e-commerce platforms is a plus.

I am in need of a fabricated experience certificate that'll reflect my role as a HR Recruiter for 1.5 years. Along with this, I require a credible monthly payslip. Here are the details: - The experience certificate should entail job particulars such as job title and description, company name, address, and dates of employment. - As for the payslip, it should reflect a monthly salary of under $2000. This is the only detail I require for the pay slip. The freelancer to take on this project should possess excellent attention to detail and immaculate graphic design skills, with particular experience in human resources paperwork. High ethical standards required given the sensitive nature of this request.

** Please read project description carefully before bidding** Write Hello Salu on the top of your bid and explore I’m seeking a marketing expert (co-founder) to help enhance the reach of my product , targeting both consumers and businesses. My product stands out because of its quality, innovative aspects and competitive pricing. Your responsibilities would include: - Developing a marketing strategy that enhances brand awareness - Generating leads for potential collaborations or sales - Creating campaigns that drive sales on the platform Ideal Skillset: - Previous experience in a similar role - Understand consumer and B2B marketing - Comprehensive knowledge of various marketing channels - Proven records of creating effective marketing strategies Bring your expertise

...discuss functional plug-ins and structure that will be used prior to the award. This site should be user-friendly, intuitive, and enthuse high-level interactivity, crisp and detailed design with design details. Ability to host high quality crisp photos & videos. Site should be extremely fast! Key Features: - Focus exclusively on gym sportswear and related products - Implemented chatbots and interactive menus to provide instant assistance and engaging user interaction - A precise, yet interactive, section dedicated completely to customer reviews and ratings on our products Ideal Skills: - Ecommerce website design and development experience, preferably with gym sportswear or similar niches - Expertise in developing interactive elements such as chatbots and dynam...

I am looking for a senior software engineer with experience in Java, Python, and C#. The main task is to develop a robust web application using Spring Boot. Familiarity with Azure and .NET will be a plus. Key requirements include: - Developing a web application - Implementing User authentication - Integrating with databases - API integration Ideal candidates should have: - Proven experience in Java, Python, and C# - Strong knowledge of Spring Boot - Familiarity with Azure and .NET - Ability to implement User authentication - Experience in database and API integration. I'm looking for a professional who can deliver high-quality work in a timely manner.

Kotylin and JAVA engineer is wanted for crypto wallet. 1. Detect the location in the files where connection information to DB is defined and analyze how app and DB are connected. 2. Change DB name and password on app and DB sides without causing any trouble and make the system work.

...reservations. Experience with this software is preferred, as you will be tasked with ensuring smooth bookings for our guests. Efficient organizational skills and a sharp eye for detail are required for this role. Experience in the hotel industry, especially with small hotels or similar accommodations, would be an advantage. PLEASE RESPOND WITH A DESCRIPTION OF WHY YOU ARE QUALIFIED AND HOW YOU CAN MAKE THE IMPROVEMENTS TO RESERVATIONS IN THE DESCRIPTION ABOVE. Also, what are your thoughts about our website? I'm in need of two key services: 1. Reservation Responses: - We need assistance tracking hotel reservations. Your role here would encompass the acknowledgement and handling of incoming reservations, ensuring smooth communication with guests, and appropriatel...

...solutions in mind, I am particularly interested in those strategies and technologies that aid in creating a more immersive sound experience. Key responsibilities include: - Proposing and detailing the most suitable acoustic solutions. - Balancing the cinema's unique needs and characteristics with proven acoustic solutions. - Delivering a final design that enhances the immersiveness of the cinematic experience. The ideal candidate is an audio engineer or sound designer with a strong background in designing acoustics for cinema or large scale venues. The professional should exhibit a deep understanding of acoustics, sound absorption, sound diffusion, and how these elements play together to create an immersive environment. The winning bidder will be chosen based on e...

I'm in the market for a skilled software engineer with experience in Python, who can also handle machine learning tasks. Your primary focus will be on predictive analytics. Key Responsibilities: - Proficiency in Python is a must. - Strong understanding and experience in the machine learning field. - Ability to design and implement predictive models. Ideal Skills: - Proven experience in Python development. - Understanding of machine learning concepts and techniques. - Experience in creating predictive models. Please provide your portfolio or relevant experience in the field when submitting your bid.

I am seeking a skilled and talented AI Engineer to create a PDF file of a Platform infrastructure of AI chatbot for enterprise use. I have envisioned a concept that requires a creative mind to bring it to life. Requirements: - Proficiency in AI technologies and LLMs. - Strong experience in diagramming and technical documentation. Key Responsibilities: - Create a detailed and visually appealing PDF document that outlines all technical specifications, architecture designs, and system integrations. - Collaborate with cross-functional teams to gather requirements and ensure the infrastructure aligns with business goals and technical standards. - Stay updated with the latest trends in AI and chatbot technologies to recommend improvements and innovations. Desired Experience/Skills: ...

Looking for qualified performance engineer with experience using Gatling, Scala to work with

My client buys luxury watches Breitling - Patek - Rolex - Ap - Cartier - https://atltime.c...US though, we could technically buy from Canada or any other country as well, but preferably from the US. Atlanta Time offers top dollars for this and looks for sellers. In your proposal write your strategy of outreach to help us find people who would like to sell their watch. For us to ensure you read the description please tell us what is written under "Sell My Breitling Watch " heading on page. This way we know you read the description use it at the beginning of your proposal

We are seeking a proactive and dedicated Full-Time Customer Service/Project Manager to join our team and be a part of our start-up Home Services Business. You'll be the go-to person for our clients and the mastermind behind project management. This role requires flexibility, as you'll be working in US hours - EST (3pm SAST – 11pm SAST). Interested? Role Responsibilities: • Customer Support Specialist: Resolving Issues & Ensuring Satisfaction • Operational Efficiency Guru: Providing Tech Solutions & Support • HR Support Champion: Recruiting, Training, and Coaching Staff • Service Team Leader: Setting Expectations & Performance Reviews • Financial Wizard: Budgeting and Forecasting for Success • Service Enhancement Expert: Improving ...

I'm seeking an experienced engineer/product designer that could build a 3-wheel E-Bike controller. This E-Bike controller should be capable of handling the following features: - Speed Control: The controller should have functionality to manage speed, with a maximum limit of 20 mph. - Battery Monitoring: The controller must include a system that allows for the continuous tracking of a Lithium-ion battery usage. - LCD Display: The controller should be equipped with an LCD display that visualizes the battery status and speed settings. It is essential the freelancer working on this project has experience in product design and engineering, with a strong familiarity in Lithium-ion batteries and how they function within e-bikes. Knowledge of LCD functionality is also necessar...

Hi Akin Y., we did a project few months back. We would like to make another 10 second animation. Are you up for that. we can discuss rate and description if you're ready to do

I'm searching for a freelancer to help me apply for business-to-business (B2B) sales roles within the technology sector, in Barcelona, Spain. With my detailed CV and presentation letter as starting points, I'm aiming for applications that will make a strong impact. I trust you to use your expertise in job applications to highlight the capabilities most sought after in B2B sales roles. Success in this project would hinge on your knowledge of the technology sector and understanding of sales roles. Ideal skills and experience: - Familiarity with B2B Sales roles

I'm in the process of renovating my house and I'm in need of a skilled Solar Engineer to help me with the second fix of the Solar Installation. The ideal candidate should have experience and skills in: - Wiring and connections: You should be able to efficiently connect the solar panels to the inverter and the system to the grid. - Mounting solar panels: You need to be able to install solar panels on the roof according to the solar plan. - Testing and commissioning: Once the solar panels are installed, you should be able to test the system thoroughly and commission it so that it can start running. I'm looking specifically for someone with experience working with Monocrystalline solar panels. Please note that you would be responsible for providing all materials nec...

We require Electrical Engineers to carry out lighting study to the student accomodation Design works for various projects.