How to learn machine learning quora jobs

...seeking an expert in AI/Machine Learning, particularly in Natural Language Processing (NLP), who can assist in developing a solution using Python, Vector DB, Neo4j and GPT API. The main goal of this project is to create a sophisticated NLP solution that can work with text data such as documents and emails. Key Requirements: - Strong background in AI/Machine Learning, specifically in NLP. - Experience with Python, Vector DB, Neo4j and GPT API. - Ability to deploy the solution on a Local Server. Your tasks will involve: - Developing an AI/Machine Learning solution using the specified tools. - Ensuring the solution is optimized for processing text data. - Deploying the final solution on a Local Server. Ideal candidates should hav...

...Architecture: I need to understand the foundational principles of Oracle Service Bus (OSB). This includes how it works, its key components, and its role in service-oriented architecture. - Service Development and Deployment: I'm interested in learning how to develop services on OSB and deploy them effectively. This includes hands-on exercises and practical examples to reinforce the learning. - Troubleshooting and Optimization: I want to be able to troubleshoot any potential issues that may arise when working with OSB. Additionally, I'd like to understand how to optimize OSB applications for performance and scalability. The ideal candidate should have: - A solid understanding of Oracle Serv...

I am in need of a research professional to conduct an in-depth study into nursery and early child learning centers. Specific areas of focus should include: - Curriculum and teaching methods for children aged 2 to 4 years. - Parent involvement and communication strategies used in these settings. The purpose of this research is to identify current best practices in these areas. Given this, the ideal candidate will have experience in education research, specifically within early childhood settings. Knowledge in curriculum design, early childhood development, and parent-teacher engagement strategies are a crucial requirements for the task.

I am seeking an experienced engineer to design and implement a two-axis machine control system that is capable of: - Effectively controlling and managing the movements of the system along two axes with a LIMITED RANGE. Your expertise in designing systems with the necessary navigation strategies and motion control algorithms will be required. - Providing real-time position feedback to the user. Your extensive understanding of feedback mechanisms particular to these types of systems is a must. Ideal expertise for the job includes: - Comprehensive knowledge in machine systems control and design. - A thorough understanding of motion control strategies. - A background in data analysis and logs processing. The machine is a Bandsaw to cut smal...

I'm seeking an AI developer to create an AI Resume Creator. The primary focus of this project is to take a normal CV / Resume and format it into our company format. It's quite a simple process, populated some fields, removing personal details and then coping the rest of the text into our format. We would want to be able for the AI to use the template we create and it check it each time to make sure we havent updated anything. We would drop the resume / CV into one folder then it would be added to another folder formatted. Ideal Skills and Experience: - Strong background in AI and Machine Learning - Experience in NLP and chatbot development - Proficiency in creating customizable sections for user-friendly interfaces - Und...

I am looking for a skilled developer to create a user-friendly desktop application interface that integrates a machine learning model. The primary goal of this application will be to evaluate student applications in real-time. Key Features: - Real-time evaluation feedback: The application should provide instant feedback on student applications, based on the integrated machine learning model. - User authentication: The application should include a secure user authentication system to ensure only authorized users can access and use it. - Data visualization: The application should have data visualization capabilities to help users understand the evaluation process and results better. Integration: - The application will need to ...

I need a machine learning model developed in Python. This model should be able to evaluate prospective student applications by comparing them to historical data sets. The goal is to classify and sort the new applicants efficiently. Key Requirements: - Develop a classification-based machine learning model in Python - Understand and work with historical data sets to evaluate new student applications - Deploy the model in a web application format for ease of access Ideal Skills and Experience: - Strong background in machine learning and Python - Previous experience in developing classification models - Ability to understand and work with large data sets - Prior experience with deploying machine learning...

...platform. The primary purpose of this platform is to enhance customer service on business and educational websites. In order to effectively address this requirement, the chatbot should be AI-powered. Key Requirements: - Development of a customizable chatbot SaaS platform: The chatbot needs to be easily adaptable and integrable for both educational institutions and businesses. - AI-powered Chatbot: The chatbot should be equipped with AI capabilities to facilitate efficient and effective customer service. - Integration Capabilities: The chatbot should seamlessly integrate with CRM software for customer management and live chat support. Ideal Skills: - Proficiency in chatbot development, particularly SaaS platforms. - Expertise in AI and machine lear...

...be able to adapt to various unique applications. This platform should be intuitive, user-friendly, and able to support a range of features. Key Features: - Natural Language Processing: The platform should possess advanced natural language processing capabilities. - Voice Chat: The ability for the platform to support voice-based communication. - Image and Multimedia: The platform should support a range of multimedia options, from text to photo uploads. Platform Support: The mobile application should support the interface and experience similar to that of Pi from Inflection AI or ChatGPT from OpenAI. Design: The design should be sleek and modern, catering to a professional and tech-savvy audience. Ideal Skills and Experience: - Profici...

I'm seeking an experienced Advanced GMAT tutor to help me excel in the exam. I've chosen to study online, so please ensure you're comfortable with this format. Key Requirements: - Expertise in Advanced GMAT: I'm at an advanced level and I need a tutor who can help me elevate my skills to the next level. - Comprehensive Coverage: I need support in all areas of the GMAT including Quantitative section, Verbal section, Integrated Reasoning, and Essay. - Online Teaching Skills: As I'll be doing all my learning online, you must be adept at teaching through this medium. Ideal Skills and Experience: - Proven track record in GMAT tutoring, especially with advanced students - Strong understanding and grasp of all sections of the GMAT - Experienc...

I will be working on your presentation, which will consist of 30 to 40 slides. I will follow the template you shared with me in our chat and create additional graphics for the SWOT and PESTEL analyses, ensuring they match the theme.

...2024, I am offering a fantastic opportunity for an experienced video editor to create an engaging and dynamic learning journey for my audience. Project Objectives: - Edit a total of ~ 25-30 videos, which will make up the lessons for the course. Video length will be anywhere from 5-15 minutes each. Total edited video content will be 3-4 hours. Footage will include 2 camera angles and potentially some b-roll of relevant information to be supplied by me. - Integrate branding assets into edits for cohesive, sleek, professional, and engaging online course videos. - Enhancing the footage with animations and effects to maintain student engagement and improve knowledge retention. This will include some on-screen graphics to demonstrate core ideas. Key ...

I'm looking for a machine learning expert who can assist with 3D skeleton extraction and rigging, based on initial performance. Key Requirements: - Experience with 3D skeleton extraction and rigging - Strong background in machine learning Your main task will be to develop and refine machine learning models that can accurately extract and rig 3D skeletons, ensuring that the models are optimized for performance. Your input on how to enhance the performance of existing models will be highly valuable. Please apply if you have a proven track record in machine learning with experience in 3D skeleton extraction and rigging.

I require a competent professional for the design of an x-ray lead layout. The shielding design will cater to enhancing radiation protection in a chiropractic facility specifically focusing on an x-ray machine. - The shielding design is expected to be proficient for radiation protection, positioning guidance, and overall shielding design. - Must have prior experience in working within a chiropractic or medical facility, focusing on radiation protection. - Must possess knowledge of industry standards concerning X-ray machines. - Previous experience in similar roles dealing with shielding design is a significant benefit. Ideal skills and qualifications include: - Engineering or design background, specifically in lead shielding layouts. - Experience in medical or ...

I am seeking an experienced online English teacher for children aged from 3 to 16. The ideal candidate should have a firm grasp of teaching Writing, Speaking, Listening, and Grammar. Your responsibility will involve: - Making engaging online classes using online learning platforms - Adapting your teaching methods to effectively cater to a diverse age range - Being consistent in monitoring and reporting on student progress. Experience with online learning platforms is a must. Certification in TEFL, TESOL, or equivalent would be an asset. Your commitment to making learning enjoyable, relatable, and effective are key to success in this role.

I need help in setting up an Ubuntu virtual machine using VirtualBox. This involves: - Configuring proper network settings within the virtual machine - Assigning IP addresses The ideal freelancer for this project will have: - Proficiency in setting up Ubuntu virtual machines using VirtualBox - Experience in configuring network settings and assigning IP addresses - Strong communication skills to explain the setup process. This is a relatively straightforward task for an

I'm looking f...developer who can create an app akin to Fulltrack Ai. The app should be designed from scratch and integrate the following features: - Speech Recognition - Natural Language Processing - Machine Learning Key requirements for the project: - The app should be compatible with iOS, Android, and Web platforms. - The design should be bold and vibrant, ensuring a visually appealing user experience. Ideal skills and experience for this job include: - Proven track record in AI app development - Expertise in integrating speech recognition, natural language processing, and machine learning - Proficiency in creating cross-platform applications - Ability to design for a bold and vibrant aesthetic Please get in touch if you feel you have ...

I'm looking for a creative and skilled logo designer to help me create a logo for my online toy shop, Discovery Play Palace. The ideal logo will be: - Colorful and vibrant to appeal to children - Simple and easy to recognize - Reflect the educational and learning theme of my shop - Available in all required formats for various applications Please consider the following in your design: - It should encompass toy animals, which are the primary products in my store - The name 'Discovery Play Palace' should be clearly integrated - The design needs to be versatile and scalable I'm looking for a creative individual who has experience in creating child-friendly designs and logos for educational purposes. Your portfolio should includ...

...basic CSS, and Figma designing. **Preferred Qualifications** - Proficient understanding of TypeScript with ReactJS - Working knowledge of Tailwind CSS - Able to replicate Figma design to React code. - Experience in optimizing components for all browser platforms - Strong portfolio of both front-end and back-end development **What We Offer** - Competitive compensation package with an attractive hourly rate - Collaborative, fast-paced work environment - Opportunity to work on a variety of exciting projects - A supportive team that values your input and creativity If you are passionate about technology, constantly seeking to learn and improve your skill set, then you are the type of person we are looking for! We are offering superb career growth oppo...

I'm looking to build an AI-assisted informative blog, targeting a general audience. The blog creation will be based on WordPress, and will require interns, who will be given adequate training to work on this project. Your responsibilities will include: - Designing and structuring a blog that's user-friendly, easy to navigate, and visually appealing - Creating informative and engaging content that's daily updated, appealing to a general audience - Implementing AI tools to assist in content creation The ideal candidate should have the following skills/experience: - Proficiency in WordPress, with prior experience in blog creation - Strong writing and editing skills, ensuring content is engaging and informative - Familiarity with AI tools, ...

I'm in need of a generative artificial intelligence that can analyze given text inputs and provide suggestions based on the analysis. The main purpose of this AI would be for data analysis. Key Requirements: - The AI should be primar...generative artificial intelligence that can analyze given text inputs and provide suggestions based on the analysis. The main purpose of this AI would be for data analysis. Key Requirements: - The AI should be primarily text-based. - It should be able to process and analyze the supplied text. - The output should be suggestions derived from the analysis. Ideal Skills and Experience: - Previous experience in developing generative AI systems. - Proficiency in natural language processing and data analysis. - Strong understanding of machine...

...are seeking an experienced software developer to create code for a power electronics control system. The project involves using an Arduino DUE and the IMC101T T038 motor controller. The software should control and regulate both the grid side and machine side using Space Vector PWM (SVPWM). Communication between the Arduino and other components will be handled via serial communication. Additionally, the system should include a quadrant display using 4 LEDs to indicate whether it is operating in motor or generator mode. All datasheets and circuit diagrams will be provided. Key Responsibilities: Control and Regulation: Implement SVPWM on both grid and machine sides. Grid-side control: Adjustable power factor (cos(φ)), current, and power. Machine-si...

...comprehensive full-stack development skills, with the aim to create a robust and functional website targeting students. The layout should be intuitive, offering a seamless learning experience. Key Features: - A fully functional and interactive landing page that includes contact forms and social media integration for enhanced communication. - A secure payment gateway offering an effortless checkout process for users. - Implementation of video and study material storage facilities. - Live classes integration providing real-time learning experiences. Study Material Details: - Incorporation of text files, video lectures, and interactive quizzes for a well-rounded learning experience. The project offers a strict timeline, hoping to complete within 1...

I'm seeking a skilled developer to create a versatile e-signing utility. This tool should allow users to select the DSC ( usb token) inserted to the local machine and can sign PDF, XML, JSON, and Text files in bulk and with the following additional features: - Bulk Signing: It should support signing multiple files at once, with no specific limit. - Predefined Output Path: Users should have the option to assign a default output path for the signed files. - PDF Signature Display: For PDF documents, the utility should display the signature as an optional feature. The goal is to have this utility developed within a month. Ideal skills for this project include: - Proficiency in programming languages suitable for file processing (e.g. Python, ...

I am seeking an AI developer with significant expertise in reinforcement learning. Key Responsibilities: * Apply reinforcement learning techniques to solve complex problems. Required Skills and Experience: * Proficiency in Python. * Expert-level knowledge and hands-on experience in reinforcement learning. Only apply if you possess an excellent understanding of reinforcement learning algorithms, and Python programming. This project is demanding and requires a high level of competency, therefore, only experts in the field are sought. Your expertise will be crucial in optimizing our current models and laying down the roads for future developments.

I'm looking for a freelancer to be the model for ultrasound demonstrations at a medical conference. These demonstrations will not focus on diagnosing a medical condition, but rather showcasing a particular company's medical device and technology. Ultrasound is a safe and non-invasive way to look into the body, it is used on children and pregnant people and had no xrays or magnetic fields. Ideal skills and experience: - Willingness to have ultrasound gel placed on the abdomen, neck and legs. - Willingness to have medically trained participants at the conference watch the images generated while you are scanned and discuss technical aspects of the ultrasound machine around you. - Willingness to be scanned by visitors to the conferen...

I'm in need of an expert in video analytics for object detection, specifically guns and knives. The ideal candidate should be able to create a system that can flag the presence of these objects in real-time. Key Requirements: - Object Detection: Specifically for guns and knives - Real-time Processing: Immediate alerts in case of detection The project involves creating a robust and reliable system that can be used in a security setting. Experience in computer vision, machine learning, and video analytics would be highly beneficial.

...of a desktop application that automates sperm analysis, leveraging the power of AI. This software will be used to create spermograms. Key Requirements: - Automation of Sperm Analysis: The software should be able to fully automate sperm analysis. This includes motility, morphology, and concentration analysis. - Utilization of AI: The software should harness the capabilities of Artificial Intelligence to improve the accuracy of the analysis. - Creation of Spermograms: The main purpose of the software is to create spermograms. This requires the software to be able to present the analysis in an organized and understandable way. Ideal Freelancer: - Proficient in AI and machine learning, particularly in the healthcare or biological f...

I'm seeking a skilled draftsperson with expertise in Autodesk Inventor to create a small-sized CAD design along with recorded video of a bush with internal grooves specifically for lubrication. This design will be optimized to reduce friction, thereby enhancing its overall performance. 2) 2nd cad part as well recorded video Unfortunately, details regarding the bush's durability weren't disclosed, but proficiency in creating this critical machine part is essential. Ideal candidates should have: - Proficient knowledge of Autodesk Inventor. - Expansive experience in mechanical drafting. - Excellent understanding of part function and performance improvement techniques. - Pragmatic practice with small-size assemblies.

I'm looking for an expert to help configure my Cyclecloud HPC cluster. This is a specific project with the following requirements: - Configuring the cluster for machine learning and simulations tasks - Ensuring the cluster can handle large data processing in a timely manner - Implementing efficient resource utilization strategies - Validating the performance of the cluster with real-world workloads The ideal candidate for this role should have: - Proven experience in configuring Cyclecloud HPC clusters - A strong understanding of machine learning and simulation requirements - The ability to optimize resource utilization and improve scalability - Excellent communication and problem-solving skills Please provide your past experience and ...

I'm looking to hire a full-time, entry-level marketing professional. My team is open to candidates with no prior experience. Key Requirements: - Full-time availability - Genuine interest in marketing - Strong collaboration and communication skills - Punctual and reliable This is a great opportunity for someone looking to break into the marketing field. You'll be working closely with experienced professionals, learning on the job and contributing to exciting projects. Ideal Skills: - Basic understanding of marketing principles - Excellent communication skills - Ability to work in a team - Strong organizational skills - Willingness to learn and adapt If you're a recent graduate, a career changer, or anyone looking ...

I am looking for an AI trainer proficient in Python or java to assist me with my AI project. Key Requirements: - Proficiency in Python: You should be adept in using Python for AI projects. - Machine Learning and Deep Learning Skills: Ideally you will have a solid foundation in machine learning and deep learning concepts and their practical applications. - Communication Skills: A good trainer should be able to explain complex ideas in simple terms. I will require online and offline assistance, so you should be comfortable with both modes of training. The ideal candidate should be able to provide regular updates and feedback on my progress. I am eager to get started and would appreciate if you could commit some time ...

...experienced developer to create a desktop face recognition script. The script should be designed for personal use and should function as follows: - Verify Identity Using Facial Features: I need the script to accurately identify the face through the camera and ensure that the right person is in front of it. This is a crucial functionality for the script. - Desktop Application: The face recognition script should be developed as a desktop application. It should be user-friendly and easily accessible on Windows. I'm looking for a freelancer who has experience in creating face recognition scripts. Proper understanding of machine learning, computer vision, and security protocols will be a plus. Your proposal should include previous projects you have worked ...

I'm looking to develop a casino game API specifically for a slot machine. The API should support payment and payout in India. Key Requirements: - **Payment Integration**: The API should seamlessly integrate E-wallets for easy transactions. Ensuring this function is secure and user-friendly is paramount. - **Real-time Game Updates**: The API should have the capability to provide real-time game updates. This feature is crucial for the slot machine game to run smoothly and keep our users engaged. Ideal candidates for this project should have experience in casino game development and API integration, particularly with E-wallets. Understanding the nuances of the Indian payment landscape would be an added advantage. Experience in creating real-time game...

I'm looking for an AI expert to help me improve an existing AI model. This project requires full-time engagement to achieve the best results possible. Specifically, I'm looking for someone with experience in Natural Language Processing (NLP). This project will involve analyzing large datasets of text and quotes, in order to develop a powerful natural language processing model. The model should have the ability to classify quotes by sentiment, recognize intent and extract entities from the text. There will also be opportunities to explore new techniques for natural language understanding and machine learning. The right candidate should have excellent problem-solving skills, knowledge of machine learning and natural ...

...unstructured data sets. The primary goal of this project is to extract insights from both text and numerical data. You'll also be required to perform machine learning techniques such as LDA and NMF. Key Responsibilities: - Extracting insights from unstructured text and numerical data - Utilizing machine learning techniques like LDA, NMF, etc. - Ensuring an ethical approach to data analysis - Asking the right questions for analysis and providing detailed insights Requirements: - Extensive experience in data analysis, particularly with unstructured data - Proficiency in machine learning techniques like LDA and NMF - Strong ethical understanding and the ability to consider ethical implications in data analysis - ...

...Blockcube Technology is seeking an experienced developer or development team to create a sophisticated web application with integrated advanced machine learning capabilities. This project encompasses several core components essential for a robust, user-centric platform. Project Components: User Registration System: Develop a comprehensive and secure user registration and authentication system. Ensure scalability and seamless user experience. Live Chat Feature: Implement a resilient and real-time live chat system. Ensure high availability and responsiveness. Advanced Machine Learning Integration: Develop and integrate advanced machine learning algorithms to enhance user experience and platform functionality. Key machine le...

I am in search of a talen...animator who can bring my manufacturing machine to life in a technical, yet simplified, animation. Your task will be to create a low-detail model, focusing on basic shapes and forms, rather than getting caught up in the nuts and bolts. Experience in a similar field will be seen favorably. Key responsibilities and required skills include: - Creating and animating a 3D model of a manufacturing machine - Maintaining technical authenticity in the animation - Accuracy in representing basic shapes and forms - Proficiency in 3D animation programs - Effective communication skills While a comprehensive understanding of manufacturing machines is not necessary, an illustrative comprehension of mechanical elements would be highly beneficial. Le...

I'm in need of a dedicated blog writer and editor who can generate engaging, high-quality c...and editor who can generate engaging, high-quality content. The training will be provided in the form of videos to interns with no prior experience in SEO and content writing. Key Responsibilities: - Creating well-researched and in-depth blog posts - Editing and perfecting the written content - Ensuring the content is engaging and aligns with our brand's voice Ideal Candidate: - Proficient in English with impeccable writing and editing skills - Ability to generate lengthy, high-quality content (3000-4000 words per post) - No prior experience in SEO or content writing is required - Proactive and willing to learn through provided training - Excellent attention...

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I'm looking for someone who can transform my sketch into a modern and intelligent interior design for small bathroom with walk-in shower, washbasin, toilet, and space for a washing machine. The result should be a 2D plan and a 3D rendering.

I'm in search of an experienced professional mobile app developer to help in the creation of an educational app that will revolutionize the way users learn. Key functionalities: - Application of core educational tools and principles - User-friendly interface design Although the operating system compatibility is yet to be decided upon, the developer should ideally have experience with both iOS and Android. Showcase of cross-platform app building capabilities would be a significant advantage. A passion for creating educational tools and initiatives is paramount, and experience in that specific field would put you to the front of the line. Skills and Experiences: - Proven experience in mobile app development - Familiarity with common mobile interface desig...

I'm in need of a competent writer who can help me complete a 1,000 to 2,000-word assignment on business management. The deadline for submission is within 2 weeks. its an assignment for personal learning competency's for business management Key Responsibilities and Requirements: -1. To have identified the core learning competencies and attributes required to be successful in higher education. 2. To have established what constitutes a personal learning identity and consider your own identity, your core competencies and attributes. 3. Use reflection as a tool to understand past behaviour and develop strategies for future personal learning. 4. Explain the purpose of feedback and have developed personal strategies ...

...media marketing agency dedicated to helping businesses thrive in the digital landscape. Our team is passionate about crafting creative strategies and delivering measurable results for our clients. *Role Overview:* As a Lead Generation Expert, you will play a crucial role in identifying and engaging potential clients interested in our social media marketing services and closing deals with them. You will utilize various research and outreach techniques to identify leads, initiate conversations, setup sales call, and nurture relationships with prospects. *Key Responsibilities:* 1. Research and identify potential clients through online platforms, industry directories, and social media channels. 2. Develop and maintain a database of leads, ensuring accurate and up-to...

...services expert to help my business to customers in expanding its market reach. Key Requirements: - Enhance Market Expansion Strategy: I need someone with solid experience in creating and refining strategies to help our business reach new audiences. - Boost Product Customer Satisfaction: You'll be tasked with finding ways to ensure our customer's satisfaction with our products, as this is key to our growth strategy. Business to customer Skills and Experience: - Proven track record in market expansion strategies, ideally in the radio industry. - Proficient in measures of customer satisfaction including interpreting online reviews, ratings, return or refund rates. - Ability to work with teams and adapt to chang...

...search of a proficient writer to develop a book targeted at novice teachers. The central theme revolves around teacher empowerment. The selected writer should be able to present concepts in an inspirational and motivational style. Focussing on early years - Image of the child, relationship between educators, families, children and communities, rights of children and inclusive and democratic learning style Key Responsibilities: - Break down complex empowerment strategies into simple, actionable steps. - Use compelling and motivational language to inspire new teachers in their journey. Ideal Skills: - Proven experience writing in an inspirational and motivational style. - Familiarity with the field of education, specifically teacher empowerment. - Exceptional...

Hi I'm about to advertising a learning course. I will be delivering the course by zoom over 6 weeks, and I want to use moodle to post course materials, and interact with the course participants. A draft of the course information is attached. I'm looking for a freelancer who can support me with my Moodle platform. I have never used moodle before, so I need help with installation and setup, and ensuring that our required functionality is possible. I am working with an assistant and we both need to be able to access the participant forums to respond to queries, and to upload and receive materials. Please provide a succinct proposal, and an expectation of how long this would take. I am after a very simple ...

I'm in need of a highly skilled and advanced CISSP trainer for on-prem training in K...The training will be for a small group of 1-10 participants. The ideal candidate should be able to provide the following training materials: - Comprehensive printed manuals and handouts - Digital copies (PDFs, slides) for participants to refer to post-training - Practice exams and quizzes to help reinforce learning and assess understanding The trainer will be expected to travel to Kuwait for this assignment. Experience in providing CISSP training in a physical setting, particularly in the Middle East, would be a significant advantage. The ideal candidate should be able to deliver complex CISSP concepts in a clear and engaging manner, ensuring ...

...on Thinkific to be worked on. It's half done but needs refining. You must be fast and efficient with examples of similar work you've competed. Please do not apply if you are juggling multiple projects. I need someone dedicated to getting this completed within a few days. The ideal candidate for this project should have: - Experience with Thinkific course creation - The ability to develop clear and concise video tutorials - Skills to create engaging written instructions - Experience in developing interactive quizzes that engage users and enhance learning - A good understanding of the layout and design aesthetics that appeal to working professionals - An understanding of minimalist design principles. Submissions will be evaluated...

Looking for a web developer to assist with various technical woocommerce things with woocommerce, i rather a company than an individual this way there is more skills to different tasks and i dont want issues like disappearing freelancers. Please make sure you are serious, keep having people start the job, do a few things and then all of a sudden just stop working for no reason. Must have good communication and have experience with complex fixes, when a task is assigned it needs to be resolved and whatever else is found quickly. Bugs mean the site is down or not working and dont have time for excuses or inexperience. This is a long term position as once you get use to the sites (about 12) the issues tend to be the same. DO NOT apply just to work...