Cnc wood carving machine jobs
I'm currently encountering connectivity issues with my existing Azure Virtual Networks specifically with connecting to the MySQL database. I have a main Vnet with my mysql database in there. I have a virtual machine in there too which can connect to the database I have a second vnet which is peered to the main vnet. I have a virtual machine in this vnet too. It can talk to the virtual machine in the main vnet, but cannot connect to the database. I need it to be able to, and I cannot figure out why. You can tell me how to do it and I can test, this doesn’t need to be a long project!
Hi, I'm trying to update my workflow. I currently manage a lot of images, and I need to do the following: 1) Bulk scan and assess the images for quality. In the past I've used skills to detect and recognize specific text patterns within images. Expertise in OCR technology and pattern recognition is desired. - Auto-generate Titles/Tags/Captions: I'm looking for a solution that can automatically generate titles, tags, and captions based on the content of each image. Skills in AI, machine learning, and NLP will be critical for success in this task. In summary, I need an image processing expert with strong programming skills and a deep understanding of machine learning-based text recognition and auto-generation.
I'm looking for a MATLAB programmer with expertise in developing advanced algorithms. The ideal candidate should be able to develop a program based on the water cycle algorithm for optimizing a given function.
The objective is to design an height adjustable study table with a 3D Model and a 2D (including BOM / Cost for the same) The weight needs to be checked and the manufacturing cost for the same.
...who can undertake tasks in machine learning and Android app development. Project name: Image Captioning(preferably using Tramsformer encoder decoder and self attention with coco/flickr dataset). A model to caption any image and develop a very simple android app which captures an image and then speaks out the generated captions loud. - Machine Learning Tasks: The ML engineer will be responsible for data preprocessing, model training, and model evaluation. - Android App Development: You'll be tasked with creating a simple Android app that can capture images and then use the trained ML model to convert any text in the image to speech. - Also perform unit testing and relevant metrics like(bleu scores etc) Ideal candidates should have: - Proven experience in machine...
The task involves modifying an existing STL terrain model to add a raised line that will accurately represent multiple hiking paths on a rugged terrain when the model is manufactured. The hiking paths will be slightly raised above the terrain so they are visible when the file is 3D printed or CNC carved on a small-scale model. The STL file will be provided. The map of the hiking paths will be provided and you will need to accurately overlay the paths onto the terrain model. No text is required, only the lines of the hiking trails. An image of the carved model and map of the hiking trails is attached. Please reply with questions if more information is needed.
Here is a list of zip files on a US Govt website. You must write a Python program that uses a network library to download each zip file on this site, then find each .csv file in the zip archive, and copy each .csv file in each zip archive to a hard drive directory on the local windows machine. The directory will be "C:/MedicareDownloadFiles". The files cover the years 2017 to 2024. You may not hardcode file names ... you must extract the filenames from the above https URL. The fee for this will be $30. You must have it done within 60 minutes. Thanks for participating!
As a large-scale, multinational cold chain company, I'm looking to refine our operations and increase efficiency through the application of artificial intelligence (AI) and machine learning (ML). Key Areas for AI/ML Implementation: - Predictive Maintenance: Using equipment maintenance records to develop systems that can predict machinery servicing needs. - Demand Forecasting: Analysing sales and inventory data and establishing accurate, timely prediction models for better inventory management. - Route Optimization: Using GPS and transportation records to create route optimization models for improved transportation planning. Ideal Candidate: Should have relevant experience in AI/ML implementation, with a focus on predictive maintenance, demand forecasting, and route optimizat...
I am trying to get a chair designs with maximum machineable parts and minimize labor. I am thinking lapping joints, but we can use others that suit our needs. I am open to metal connectors too. See the design attached. Weaving part ofcourse would be manual.
...real-time data to make immediate adjustments to campaigns. Include your approach to using dashboards and data visualizations to review and manage campaign performance. AI-Driven Optimization and Personalization: Predictive Analytics: - Describe how you will use AI and machine learning to forecast campaign performance and adjust bidding strategies and ad placements in real-time. We require examples of tools or software you plan to use and the expected impact on our campaigns. Personalization Techniques: - How will you implement machine learning algorithms to personalize ad content dynamically based on user behavior and interaction data? This should include tactics for both initial customer acquisition and retargeting of previous visitors. Segment-Specific Remarketing:...
...set of CAD designs suitable for cutting steel components on a CNC machine Aand then for me to weld into a box using a handheld welder. The end goal is to produce a hinged metal box. (and I will use a service like this one to make the parts: Here is what the project entails: - The overall dimensions of the box are rough, but it's 1x unit wide by 2x unit long by .5x unit high. x=5ft - The types of steel to be used are 1" square tubing with 1/8" wall thickness, 20 Gauge steel, and 16 gauge steel. - for the hinged joints, I am planning to use weld-on hinges, which will be sourced locally by me. The perfect candidate for this role is: - A self-starter with a clear understanding of CAD designs for CNC machine - Experienced in working with steel T...
Here is a list of zip files on a US Govt website. You must write a Python program that uses a network library to download each zip file on this site, then find each .csv file in the zip archive, and copy each .csv file in each zip archive to a hard drive directory on the local windows machine. The directory will be "C:/MedicareDownloadFiles". The files cover the years 2017 to 2024. The fee for this will be $30. You must have it done within 60 minutes. Thanks for participating!
As a web development team, we have a solid foundation but lack in-depth knowledge and experience in web3/blockchain technology. We crave for a senior blockchain engineer to bolster us, especially on Ethereum and Bitcoin projects. • Skills and Experience: The ideal candidate will be proficient in Solidity and Ethereum Virtual Machine (EVM), and have extensive experience developing smart contracts, implementing token creation and integration, minting, and staking. • Responsibilities: The engineer will closely collaborate with our team and jump into our ongoing projects. Long term collaboration is desired. Expect to make significant contributions from sprint planning to deployment. We are excited about the potential advancements blockchain technology can bring to our pr...
I'm in need of a professional who can create an accurate 3D physical model of a residential building. The...ideally with residential buildings. - Attention to detail: The model should be a faithful representation of the real-world structure, with the choice of materials reflecting the actual construction. - Skill in scale modeling: The ability to create a 1:10 scale model that captures the essence of the building's design and functionality is crucial. Materials: The model should predominantly be made of wood, but feel free to use other materials that can accurately represent real-world textures and finishes. Your ability to choose and apply materials is a key aspect of this project. This is a high-detail, high-precision job. Please only apply if you have the necessary e...
...candidate should have: - Proven experience in designing promotional materials, especially brochures - A portfolio showcasing modern, clean and sophisticated designs - Understanding of color theory, typography and layout Brochure Size: 8.5” x 11”, 2-sided Inside Design: The inside of the brochure should feature a soothing background with a blend of clean white linen interwoven with light colored wood, resembling an earthy yin and yang symbol. The left panel will depict oil being poured into a woman's hand. The center panel will accommodate my services with price list, and the right panel will feature biographical information about the spa's owner. Outside Design: For the exterior, we are looking for an earthy theme with a modern touch. Incorporate ou...
I'm looking for a skilled professional to help with integrating our Clover sales data into Snowflake. The main goal of this integration is to facilitate the data for daily analysis in Snowflake. I already had the program developed, i need someone to run it on my machine Here's an overview of the project requirements: - **Data Integration**: The primary focus will be on integrating sales transactions data from Clover to Snowflake. This has to be done on a daily basis. The ideal candidate for this project should have: - **Strong Clover API Knowledge**: As this project involves integrating Clover data, a deep understanding of Clover's API is crucial. - **Snowflake Expertise**: Proficiency in Snowflake is necessary, especially in setting up and managing data for analys...
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 am seeking a Python C++ programmer who can assist me with the D400 Terminal. The primary task involves cloning software from a functioning D400 Terminal to a non-working one (because it ask for program). Ideal skills and experience: - Proficient in Python and C++? - Prior experience with software cloning - Familiarity with D400 Terminal (wich is a tool/machine/screen for concrete truck). Manual for D400 Terminal:
...interactive web platform that will serve as a guide to various types of machine learning algorithms. The purpose of this guide is to cater to beginners and intermediate level practitioners who have a basic understanding of programming concepts. The ideal candidate for this job would have: - A strong understanding of machine learning algorithms and their practical applications - Experience in creating interactive web platforms - The ability to simplify complex concepts for a beginner audience - Good programming skills, as some technical programming knowledge will be required for creating the interactive elements Key requirements for the interactive web platform include: - Clear, concise explanations of various machine learning algorithms - Interactive elements such...
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 approach as well as strong p...
I'm in need of a Python developer with a focus on machine learning and AI. Your primary task will be to design and implement machine learning algorithms for our project. I'm looking for someone who can bring both technical skill and creative problem-solving to the table. Ideal Skills and Experience: - Strong Python programming skills - Proven experience in machine learning and AI - Previous project experience in this area I'm open to discussing the project, solving problems, and communicating progress. Looking forward to working with you.
I am seeking a highly skilled Machine Learning (ML) professional who will work on my project with the main objective of implementing predictive analysis. The data available for the project is largely categorical in nature. The ideal candidate should possess: - Mastery in Python - Experience working with categorical data - Demonstrated expertise in building predictive models using Machine Learning algorithms The mission at hand involves using Python, the preferred programming language for this project, to design an effective analysis solution. The key objective here is to convert raw data into a format that can be better interpreted for decision-making with the help of predictive analysis. The right professional for this project should further understand and interpret com...
...reliable, and able to cover long distances, specifically 2 kilometers or more. This project will incorporate structural elements building up the sub-structure and outer skin shape. Very clear guidance will be given on aerofoils, internal volumes etc but the contractor must have some design flair to refine the shapes in line with target outcome. Output would need to align with Fusion 360 and CNC files Key requirements: - Design and build various types of RC aircraft, including fixed-wing airplanes, multirotor drones, VTOL and quadcopters - Ensure the aircraft are capable of long-range flights, covering distances of 2 kilometers or more - Prior experience in commercial-grade RC aircraft design is highly preferred - Knowledge of aerodynamics, materials, and technology use...
...contact details, resumes, etc., and leverage machine learning algorithms for analysis. Additionally, there will be tasks involving automation and training and fine-tuning of models using tools like OpenAI's GPT-3, specifically Whisper. Key Responsibilities: Design and develop a specialized customer database for efficient data management. Implement machine learning algorithms for data analysis and insights generation. Create automation scripts for repetitive tasks. Train and fine-tune models using Whisper (OpenAI) with our own data recordings. Conceptualize and evaluate information for decision-making purposes. Requirements: Proficiency in Python programming language. Experience in database development and management. Strong understanding of machine learning ...
...identical to the illustration design attached, except: 1. Without the stripe notification/boxes in the back of it 2. Changing "Low ticket starter kit" to "The Newsletter Machine" and below it replace the start selling... part with "Turn your brand's email list into your #1 marketing channel in just a few hours" 3. Changing the left box copy to just say "The 4 Honeypot Emails ... so you never run out of ideas" 5. Changing the right box copy to just say "Our Copy & Paste Conversion Template" 6. Change the text in the iPad at the bottom from "Get our exact $122m landing page..." to "Plug our exact 7-FIGURE newsletter machine into your business easily" 7. Add a lot more motif with email stuff ...
I'm in need of a skilled professional to help restore my wood truss that has been affected by moderate structural damage due to physical impact. Key Requirements: - Experience in structural restoration, particularly wood trusses - Must be able to assess the level of damage and the repair needed - Understanding of the potential safety implications of the damage - Ability to work with precision and care to ensure the repair is thorough and the truss is restored to its original strength
I'm in search of a talented and experienced individual who can assist in developing a Quantum Machine Learning model with a particular focus on optimizing computational time. Key Requirements: - Proficient in Quantum Machine Learning: You should have prior experience in developing ML models using quantum computing techniques. - Python Programming: Solid understanding and experience with Python are essential as you'll be implementing the model predominantly using this language. - Numerical Data Handling: The model will be working specifically with numerical data, so prior experience in this area is a plus. The primary aim of this project is to reduce the computational time of the Quantum Machine Learning model. Your expertise in this area is crucial, as we&#...
I require a competent designer to draft manufacturing drawings for industrial sewing machine stands. My requirements are as follows: - Skill in drafting manufacturing designs for metal structures, specifically for industrial equipment. - Capability to apply custom measurements provided into the designing process. Experience working with industrial sewing machines is a plus, but isn't mandatory. The ideal candidate should have a solid understanding of how to make a stable, durable stand to handle the weight and operation of an industrial sewing machine. The stands will be made of metal, showing your expertise in metal materials and manufacturing will be beneficial in this project. Looking forward to collaborations.
I'm looking for a talented writer to create a 250-word dystopian short story. The plot revolves around a girl who is dissected by scientists after a machine controlling her world marks her as a threat for not following societal rules. - Desired Tone: 'Suspenseful and Thrilling' - Literary Devices: I'd like the story to prominently feature: - Metaphors and Similes - Foreshadowing and Irony - Imagery and Personification - Tripling/Repetition - In media res - Hyperbole - Pathetic Fallacy (optional) The story should be in the third person limited perspective, narrating the events in a way that intensifies the suspense and creates a thrilling experience for the reader. I'm also looking for the story to be written chronologically, ke...
...almost completed the frontend of my heart disease prediction system and am currently looking for a skilled freelancer to provide a solid backend architecture that seamlessly integrates machine learning algorithms for heart disease prediction. Although the specific algorithm to be used has not been decided yet, possible options could include Decision Trees, Random Forests or Support Vector Machines. Ideal Skills and Experience: - Proven and demonstrated experience in building backend systems. - Proficiency in machine learning concepts and their application. Preferably, they will: - Have experience in applying machine learning to healthcare or medical-related projects. When you apply, please include: - Examples of relevant work. - Detailed proposal outlining how...
Responsibilities: - Lead the development and integration of user interfaces in Unity for a computer vision application. - Provide expert guidance in the architecture and design of software built on the Unity platform. - Collaborate with the engineering team...design and implementation specific to Unity. - Familiarity with version control systems like Git, and experience managing large codebases. - Excellent problem-solving skills and the ability to work in a dynamic, fast-paced environment. - Strong communication skills, with the ability to provide training and mentorship to team members. Desirable: - Experience in AR/VR development. - Knowledge of machine learning and computer vision technologies. - Experience with Unity’s DOTS (Data-Oriented Tech Stack) and ECS (Entity Comp...
I am looking for a proficient app developer to build a real-time facial recognition app, based on Open CV, for both Android and iOS platforms. Key Requirements: - Facial recognition: The app should accurately identify and recognize faces in real time. Previous experience with ...The application must be functional on both Android and iOS platforms. Experience in cross-platform development would be ideal. - Real-time processing: The app should have the capability for real-time facial recognition and not merely offline processing. Prior experience with real-time processing apps is highly desirable. This project will surely require a developer who is experienced in machine learning, OpenCV, and mobile app development. If you have the necessary skills and experience, please pl...
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.
...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 such hardware will be beneficial. Ideal Skills: - Proficiency in Mach...
I'm seeking a skilled professional with expertise in the domain of Artificial Intelligence, particularly with a focus on Supervised Machine Learning (ML). The project involves: * Designing and implementing cutting-edge Supervised ML solutions * Analysis, improvement, and scaling of existing models * Relevant data preprocessing and feature engineering tasks The ideal freelancer should have: * Profound knowledge and working experience in Artificial Intelligence and Supervised machine learning * A strong command of AI and ML libraries and frameworks * Experience with data manipulation and analysis This project offers an exciting opportunity to contribute to an innovative AI initiative. I'm looking forward to learning from and collaborating with you.
I ...science expert who has experience working with big data. Your responsibilities will include data analysis, machine learning modeling, and data visualization. Specific tasks may include: - Analyzing large datasets to extract valuable insights - Developing and implementing machine learning models - Creating visual representations of data for easy interpretation While I haven't specified a programming language or software tool for this project, experience with Python, R, SPSS, Tableau or Java would be beneficial. The ideal freelancer will have a proven track record in handling big data and data science. If you are a data scientist with experience in large-scale data analysis, machine learning, and data visualization, I'd be interested in hearing from y...
I need a freelancer who can design 3 steel connections for machine frame assembly using Ideastatica or any other reputable software. Key Requirements: - Design 3 welded connections, specifically fillet welds - The connections are to be used in machine frame assembly Ideal Skills: - Proficiency in steel connection design - Experience with Ideastatica or similar software - Understanding of fillet welds - Previous work in machine frame design would be a plus
...prompts effectively with the backend systems. Conduct thorough testing to evaluate prompt performance and make iterative improvements. Document prompt designs and maintain an organized record of all developed prompts. Keep abreast of the latest advancements in AI, machine learning, and natural language processing. Work remotely and coordinate with our team to meet project deadlines and deliverables. Qualifications: Bachelor’s or Master’s degree in Computer Science, AI, Linguistics, or related fields. Proven experience in AI, machine learning, or a closely related area, with specific expertise in natural language processing. Strong ability to write and design creative content that can guide AI behavior. Excellent problem-solving skills and attention to detail. ...
...clients! SKILLSET 1. **Advanced Programming Skills**: Proficiency in programming languages commonly used in AI development, such as Python, Java, or C++. Knowledge of frameworks and libraries like TensorFlow, PyTorch, or Keras can also be crucial for AI and machine learning implementations. 2. **Experience with Natural Language Processing (NLP)**: Since the application involves analyzing and processing resumes and cover letters, expertise in NLP is essential. This includes familiarity with text classification, sentiment analysis, and machine learning models that handle language data. 3. **Software Development Best Practices**: Understanding of software engineering principles, such as version control with Git, continuous integration/continuous deployment (CI/CD) practi...
Need a native Chinese translator who can translate English to Chinese Simplified with manually and accuracy. Please bid only native bidders. No agencies or firm and not allow any google or machine translation. Budget: $10-$15 fixed Deadline: 24 hours
I'm seeking assistance with a aspect-based sentiment analysis project. I have an Arabic dataset with less than 10,000 entries in an Excel format. The goal is to train this dataset on the araBERT model for ABSA aspect-based sentiment analysis. Key Requirements: - Implementing Machine Learning: You should have a strong background in ML and experience with training models, particularly in the context of aspect-based sentiment analysis. - Expertise in NLP: Familiarity with Natural Language Processing techniques and Arabic language processing would be a significant asset. - Data Handling: Proficiency in handling Excel datasets, processing text data and preparing it for ML model training. The dataset is ready, Your role will include: - Model training: Implementing the araBERT model...
I'm seeking a machine learning wizard, proficient in diverse tasks including Classification, Regression, and Clustering. Ideal Candidate: - Expert in Python programming. - Comprehensive experience with prominent machine learning libraries including Scikit-learn, TensorFlow, and PyTorch will be essential. This project will require the development and fine-tuning of diverse machine learning models, hence requiring considerable expertise in the same field. Your role will not only involve model creation but also optimization and performance evaluation. Your ability to handle complex multi-dimensional dataset will be integral in this project. Please only apply if you possess these capabilities and are prepared for a power-packed machine learning project.
...Analyze the existing structure: Since the building is primarily made of wood, understanding its current load-bearing capacity and material characteristics is crucial. - Design the bracing: Create and implement a reliable bracing system that will effectively support the 16 foot wall. Ideal skills and experience: - Proven experience in structural engineering: A solid understanding of building codes and safe construction practices is essential. - Familiarity with residential buildings: The ability to adapt engineering solutions to the unique challenges of residential structures is highly valued. - Strong knowledge of wood as a construction material: Given that the building is primarily made of wood, experience with designing wood structures is a major plus. Fi...
I’m in need of an advanced-level professional who can skillfully put together content regarding SQL and Data Science libraries, specifically pandas, numpy, scikit-learn, and matplotlib. Key Topics: - Thorough insight into SQL commands and functions - Comprehensive knowledge on data cleaning with pandas - Expertise in Machine learning with scikit-learn Purpose of The Content: - Strive to educate, serving as a tutorial guide - Adequate for usage in documentation Ideal skills: - Advanced expertise in SQL and Data Science libraries - Exceptional writing skills with the ability to communicate complex ideas simply - Proven experience in creating educational, tutorial, and documentation content. Please ensure your bid reflects your understanding of these requirements and your...
I am looking for an AI engineer who has experience in lipsync model. You should create a 20 or 30 seconds of video with one image and not only mouth but also the shoulders and hands are also expected to move naturally. If you use opensource model or your previous model, it's okay. Just if the pixel of generated model seems like the one from EMO(Alibaba). Some requirements: - Un...previous model, it's okay. Just if the pixel of generated model seems like the one from EMO(Alibaba). Some requirements: - Under 4 seconds of latency for a 30-second lipsync - 480p quality or greater in it's entirety - EMO/HeyGen level quality - No bugs - Must be optimized/quantized - Roughly 7 days Ideal candidate: - Has a deep understanding of Lipsync AI technology. - Has strong experience wit...
...Rt 66), with appropriate images to match; (hot air balloon, Rt66 highway sign, line drawing of the Albuquerque mountains) I have less of an idea about the logo. I'm thinking maybe something using the green house and red hotel from the Monopoly game? Or maybe a play on the metal user pieces? If the house and hotel, I'd like them to look like they're made of wood where the green and red colors are faded and muted, and you can see the wood grain? The ideal freelancer for this project would be someone with a strong portfolio of logo and background image designs, who specializes in integrating meaningful business-related symbols within a design. Experience in creating designs that function seamlessly across different platforms - such as websites and vehicle s...
...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 AI and machine learning, especially in NLP and content with Python and common data science libraries (e.g., TensorFlow, PyTorch, Scikit-learn). Familiarity with social media platform APIs and automation restrictions. Ability to translate complex technical details into simple user experiences. Excellent problem-solving skills and ability to work Skills:Previous
I require a proficient no-code machine learning marketing analytics tool that can effectively perform several critical use-cases including predictive analysis, churn prediction, customer lifetime value calculation, and market basket analysis. - Be sure to integrate with a CRM system as a critical data source. - For better understanding and interpretation of the analytical outcomes, I'd want the tool to display outputs in the form of graphical charts, categorical bar graphs, and heat maps. An ideal candidate for this project would be a developer with practical experience in building machine learning algorithms, with specific knowledge of marketing analytics. Proficiency in integrating ML tools with CRM systems will be a plus. Knowledge about data visualization techni...
I need an experienced draftsman to help me secure the necessary permits for a 10-foot-high wood wall that will be placed 10 feet from my property line. Additionally, I require permits for the installation of solar-powered lighting on the wall. Key Requirements: - Pull permits for a 10-foot-high wood wall 10 feet from the property line. - Pull permits for the installation of solar-powered lighting on the wall. Ideal Skills: - Experience in drafting and securing permits for construction projects. - Understanding of building codes and regulations. - Knowledge of solar lighting installations and related permits.
