Object based image analysis software jobs

...Consumer Goods (FMCG) products, including product titles and barcodes. Key Tasks: - Go through the CSV file: Identify each product's title and barcode. - Search for the product image online: Using the product title or barcode, find a suitable image of the product. - Download the image: Save the image to your local system. - Organize the images in folders: Each image should be saved in a folder named after the product category. - Rename the image files: Each image should be renamed to match the product’s barcode with a .png/.jpg/.jpeg extension (e.g., ). Ideal Candidate: - Proficient in data analysis and data enrichment. - Able to deliver quality results under tight deadlines. - Previous experience with FMCG products w...

...my project - data analysis and automation. Here's a breakdown of the requirements: - **Data Analysis**: The primary task involves analyzing datasets in CSV format. The selected candidate should be adept with NumPy, able to make sense of the data and derive meaningful insights. - **Automation**: The second crucial aspect is automation. I'm looking to automate certain processes in my project that involve database queries. Proficiency in Django will be necessary here. Ideal candidates for this project would have: - **Strong Python Skills**: You should be well-versed with working on data analysis and automation tasks using Python. - **Experience with NumPy & Django**: Proficiency in these frameworks is a must. - **Data Analysis Background**: A ...

...3D will be a plus The main function: 1: Windows platform, jointly developed by QT+python. 2: Communicate with hardware devices through serial port/Ethernet. 3: Support MODBUS-485, TCP, UDP and other communication protocols, with 1ms cycle response. 4: Support hardware parameter configuration, multi-channel data analysis, storage, data playback, and support real-time data curves at different communication rates. 5: Supports local and cloud dual storage. 6: Port a Python data analysis open source library (provided by us), which needs to display the analyzed data in the form of a 3D model. The main objective is to develop a user-friendly, robust and efficient desktop application. Therefore, you should not only have the ability to write optimized code but also understand how...

I am looking for an experienced developer to create a Hangman game using React and utilising a specific API for generating random words. This game will implement particular features of my choosing but will not revolve around any specific visual theme or elements. Key Requirements: - In-depth knowledge and experience working with React. - Understanding and previous work with APIs, specifically in random word generation. - Ability to implement specific features to enhance the hangman game experience. Expected Deliverables: - A fully functional hangman game that runs smoothly and is bug-free. - Proper integration with the pre-selected random word generation API. Note: Although no specific visual elements or themes are required, creativity is appreciated in the design process to make the ga...

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

I'm seeking a skilled professional proficient in DAX Power BI for a detailed inventory analysis project. Your primary focus will be on stock levels, which will be compiled into a comprehensive dashboard analysis. Skills and experience needed: - Proficient in DAX Power BI - Experience in inventory analysis - Creating intuitive dashboard designs Your responsibilities will include: - Developing DAX formulas to accurately analyze stock levels - Creating a visually appealing dashboard that showcases key inventory insights - Ensuring that the insights provided are actionable and can guide business decisions

I am in need of an experienced professional who can help with an enhancement to our powerflow analysis utilizing Power Factory software. This project is primarily focused on conducting a comprehensive powerflow analysis to improve the efficiency and reliability of our power systems. Key Responsibilities: - Conduct a powerflow analysis using Power Factory software - Implement enhancements to improve overall power system efficiency - Ensure compliance with regulatory standards and best practices - Provide a detailed report on the analysis and suggested improvements Ideal Skills and Experience: - Proficiency in Power Factory software - Strong background in power systems analysis - Familiarity with power losses, voltage stability, and ...

Entries without a cover image will not be considered! I want the entry image to be a screenshot of my profile with your work overlaid on the profile picture and cover image. Greetings talented designers! I am Catalin Tiriplic, a freelancer specializing in video editing and graphic design under the name DoofDesigne. We are looking to update our logo, profile image, and cover image for our online platforms. Requirements: Logo: Modern and professional, reflecting our creativity and professionalism in video editing. Clear, memorable, and representative of our services. Profile Image: Integration of the new logo. Abstract design or AI-generated artwork, without my photo. Cover Image: Design coherent with the logo and profile ...

...me present a detailed paper explaining data analysis techniques, with a special emphasis on Multivariate Test Effect Pillai's and Descriptive Statistics. what I need in this project is to explain for me how and why the calculation is done in this way in the paper that I will provide you later on so the statistic analysis is already done. I only need the explanation for my own understanding. So is there any possible way that we can conduct this explanation exercise today The target audience for this paper are academics and researchers, therefore, the tone and depth of the content should accommodate this group effectively. The ideal freelancer should have: - A strong background in Statistics - Excellent understanding and practice of Data Analysis techniques...

I'm looking for a skilled Excel professional to clean a text-based dataset for me. The dataset is not massive, but it's quite messy. The data cleaning task is relatively straightforward and basic. You'll have to perform operations such as removing duplicates and adjusting formats. Ideal Skills and Experience: - Proficiency in Excel: You should be comfortable working with large datasets in Excel, including applying formulas and functions. - Data Cleaning Expertise: Prior experience in cleaning text data is a major plus. - Attention to Detail: The devil is in the details; I need someone who won't overlook small nuances in the data set. Once the data is cleaned, I'll need you to carry out some basic analysis on it. This will involve running some sim...

...need of an experienced software developer to create a custom application for soil testing. The software should be capable of handling comprehensive soil analysis and generating relevant reports. Key Requirements: - A software that can analyze a wide range of soil testing parameters, including but not limited to pH levels, nutrient composition, and soil moisture content. - The primary focus of the software should be on advancing agricultural soil quality and providing actionable recommendations for soil improvement. Ideal Skills: - Proficiency in software development, with a focus on applications related to scientific analysis and data processing. - Familiarity with soil science or agriculture would be a plus. - Past experience in develo...

I'm in need of a creative and innovative logo expert who can design a compelling text-based logo for my brand. The logo must convey a sense of innovation through its design. Key requirements: - The logo should be primarily text-based, ensuring that the brand name features prominently within the design. - The design should embody a sense of creativity and innovation, resonating with a target audience that appreciates forward-thinking brands. - The logo must be suitable for online use, enhancing its visibility and appeal on websites and social media platforms. Ideal candidates for this project should possess: - Proven experience in designing text-based logos - A strong portfolio that demonstrates creativity and innovation in logo design - Understanding of the nuan...

...data analysis. The HTML file has multiple tables with some nested elements, not overly complex. Key Requirements: - Need an expert in Python programming - Familiarity with Pandas and Beautiful Soup - Experience in data analysis The job mainly involves reviewing the existing code, fixing any issues that may hinder the data extraction, and ensuring that the extracted table is ready for analysis. Please note that no additional data preprocessing is required, just fixing the current code. --- name "iXBRL" , inside folder contain multiple html file, each html file contain multiple tables. Python to extract specific table and stack them together to create an Excel file. name "現金流量表"or"被投資公司名稱..." or "資金貸與他人" or other name(l...

I'm looking to develop a Software as a Service (SaaS) website specifically for the legal industry. Here's what I need: - User Registration and Login system. - Payment Processing integration. - An AI Chatbot with capabilities for information retrieval and analysis. - An OCR (Optical Character Recognition) system. - Both Frontend and Backend development are necessary. - Seamless integration of the AI chatbot, OCR, and payment processing into the website. - A well-documented API to allow for future expansion. The ideal candidate for this project should be proficient in Python (Django/Flask), laravel, node js, vue js, AI programming, and API development. Experience with building SaaS platforms, payment processing integration, and chatbot development would be a great ...

I have a significant number of handwritten documents that need...documents that need to be typed. The typed content will be used for data analysis. Key Skills and Experience: - Proficiency in accurate typing - Experience in handling handwritten materials - Strong understanding of data analysis Your role will essentially involve transcribing the content from these handwritten documents into a digital format. It is crucial that the data is typed accurately and with minimal errors. The typed data will be used for analysis, so the freelancer should ensure that the content is easily readable and properly formatted for data analysis purposes. This project is ideal for someone who has experience with data entry, accuracy in typing, and understanding of the importa...

Hi, I am looking for someone to setup a Linux VM for me. I have tried to do it myself but have failed. I want to setup a VM so that I can host my own on-premise cloud. I got filerun as software from to do it with. Unfortunately, their installation instructions are not working out for me due to a lack of Linux knowledge. Now I am at a point where someone do it for me and I can work from there. I would like to see you do it so that I can see where I went wrong. I would also like it if you can assist me in the future if and when there is problems.

I have a photo where I would like to remove a person who is on the side. (Want to keep only the girl in the black shirt) remove the other one on the left of her Key requirements: - Remove the person on the side of the photo while keeping the background intact. The backg...background is mixed, with some areas more complex than others. It's essential that the background maintains its original look, even after the person is removed. - The final use of the edited photo will be for personal use, so the editing needs to be of a high quality. Ideal freelancer: - Previous experience in photo editing, specifically in object removal while maintaining the background. - Proficiency in tools like Photoshop or similar software. - Attention to detail and ability to deliver ...

I'm seeking a professional who has hands-on experience with the Ayushman Bharat Digital Mission (AB...app. - Providing a unified user experience across all platforms. - Extending functionalities to mobile users. The ideal candidate should have: - Prior experience working on the Ayushman Bharat Digital Mission (ABDM) is a must. - Proficiency in integrating systems across web and Android platforms. - Strong familiarity with user interface design and user experience principles. - Excellent data analysis and reporting skills. - Ability to work with a high level of accuracy and attention to detail. This is a critical project, and I'm looking for someone who can work efficiently to deliver a seamless and effective integration between the existing ABDM system and the Android ap...

...responsible for conducting in-depth market research, analyzing consumer trends, and identifying profitable product opportunities on these e-commerce platforms. Your main duties will include performing competitive analysis, conducting keyword research, and staying up to date with industry trends. The ideal candidate should have a strong understanding of AMZ, eBay, and Walmart's search algorithms, excellent analytical skills, and the ability to generate actionable insights. Required skills: - Proficiency in AMZ, eBay, and Walmart research tools - Experience in competitive analysis and keyword research - Strong analytical and problem-solving abilities - Knowledge of product trends and consumer behavior This is a medium-sized project with a duration of 1 to 3 months. We...

I am in need of an experienced professional who can help with an enhancement to our powerflow analysis utilizing Power Factory software. This project is primarily focused on conducting a comprehensive powerflow analysis to improve the efficiency and reliability of our power systems. Key Responsibilities: - Conduct a powerflow analysis using Power Factory software - Implement enhancements to improve overall power system efficiency - Ensure compliance with regulatory standards and best practices - Provide a detailed report on the analysis and suggested improvements Ideal Skills and Experience: - Proficiency in Power Factory software - Strong background in power systems analysis - Familiarity with power losses, voltage stability, and ...

I'm seeking the expertise of a skilled MBA professional for a personal inventory management project. - I require a comprehensive analysis of my current inventory problems and suggestions on how to tackle them. - The goal is to optimize my inventory, reduce excess stock, and potentially streamline supply chain processes. - Please note that I don't currently have an inventory management system in place, so the recommendations need to be implementable from scratch. Ideal Skills: - MBA or relevant business education - Proven experience in inventory management - Strong analytical and problem-solving skills Please bid if you think you can help me with this project.

I'm urgently in need of a software developer who can help me fix some bugs in my software and make some necessary adjustments to the code. Key Requirements: - Debugging: You should be experienced in identifying and resolving bugs in software. - Code Customization: The project may require some customization of the code to ensure it meets my requirements. Your experience with software development, particularly with Java, Python or C++, will be highly regarded. The project is quite urgent, so I'm looking for someone who can start immediately and deliver fast, but without compromising the quality of the work.

I'm in search of accounting specialists who can oversee my bookkeeping and provide financial statement analysis. Key Project Details: - Primarily undertake bookkeeping services weekly. - Utilize the Xero accounting software for the tasks. Ideal Skills and Experience: - Proficient in Xero, with a demonstrated track record of successful bookkeeping. - Experience in financial statement analysis. - Strong communication skills to discuss the financial health of the business. - Knowledge of current accounting standards. - Ability to deliver high-quality work within agreed deadlines. I look forward to collaborating with a professional who can provide a high level of service and contribute to the overall financial management of the business.

I'm in need of a talented Salesforce developer based in Hyderabad who can provide offline support for custom application development. This project requires your physical presence in Hyderabad, so remote support is not an option. Ideal Skills and Experience: - Proven experience with Salesforce development, particularly in custom application development. - Strong understanding of Salesforce CRM and its various functionalities. - Excellent problem-solving skills. - Strong communication skills, as you'll be required to provide in-person support.

I have a significant number of handwritten documents that need...documents that need to be typed. The typed content will be used for data analysis. Key Skills and Experience: - Proficiency in accurate typing - Experience in handling handwritten materials - Strong understanding of data analysis Your role will essentially involve transcribing the content from these handwritten documents into a digital format. It is crucial that the data is typed accurately and with minimal errors. The typed data will be used for analysis, so the freelancer should ensure that the content is easily readable and properly formatted for data analysis purposes. This project is ideal for someone who has experience with data entry, accuracy in typing, and understanding of the importa...

...seeking a talented software developer to create a state-of-the-art medical coding and billing software. This software should be packed with various features such as: - Patient Information Management: Manage patient's data with utmost ease and accuracy. - Claims Processing: Streamline processing and tracking of patient claims. - Reporting and Analytics: Generate concise reports and conduct in-depth analytics. - Medical coding: Incorporate an AI-powered module to provide coding suggestions. One of the compelling additions I desire is the integration of AI functionalities mainly for predictive diagnostics. This should help in forecasting medical conditions based on the available patient data. The candidate for this project should preferably have a backgro...

I am looking for a Python developer who can implement concepts from a research paper. - The developer must have solid experience in Python, ideally with an intermediate under...intermediate understanding of complex programming concepts. They should be comfortable with an intermediate level of complexity in translating research concepts into code. - Knowledge and experience with the PyTorch framework is a must. The freelancer will need to use it to implement the code from the research paper. This project will require a good understanding of data structures, algorithms, and object-oriented programming in Python. Experience with prior work involving code implementation from research papers would be advantageous. Please only bid if you meet these qualifications and can deliver qua...

Improve 20 images with AI software

I need a professional to change the color of an object in a JPG image. This is an urgent project, so I need someone who can start immediately and has a strong track record for meeting tight deadlines. Key Requirements: - The object to be colored is currently black. It needs to be changed to: 1- Beige. 2- Gray. - I need 2 JPG images. - The strap, the square at the bottom of the object need to maintain it color. - The person should be able to deliver high-quality work.

...developer to create a personalized billing software that caters to my business needs. This program should be compatible with the Windows operating system. Must-Have Features: - Inventory Management: The software should assist in tracking, restocking, and managing our inventory efficiently. - Customer Management: Maintaining customer details for smoother transitions and personalized customer experiences is crucial. - Sales Reporting: We require comprehensive sales reports to review our business's progress and areas for improvement. Users: The software should easily accommodate 1-5 users at once, with unique access capabilities for each user. Ideal Candidates: I'm seeking professionals with experience designing and developing business-centric softwar...

...through remote working software to connect to our local machines using this software, not the other way around so there is nothing to worry about your privacy. Testing will be done on Windows desktop and will mainly involve QA checks and regression Testing of certain software. All testing done are on confidential pre-release test builds so discretion of what you test IS IMPORTANT. Please acknowledge this in your proposal. An NDA will be signed in this regard. I require someone with excellent IT skills and a very good command and understanding of written English with the ability to fluently understand oral and written instructions in English. Also report writing is a major requirement. Typically, I would require someone with at least 1-year experience in the sof...

...tackle both sentiment analysis and classification tasks. Key Tasks: - Sentiment Analysis: I want to understand the overall sentiment of the email data. You will be required to identify and extract the prevailing sentiment from the emails. - Email Classification: The project includes categorizing the emails into predefined categories. This will involve analyzing the content and context of the emails to sort them into different classes. Requirements: - Proficient in Python: As Python is my preferred language for this, you should have a strong grasp of Python and its libraries for carrying out sentiment analysis and text classification. - Email Analysis Experience: Experience in analyzing text data from email sources is highly desirable. - Understanding of S...

I require the expertise of a statistician, data analyst or scientist to clean and analyze community health data for my project. The primary objective: - Perform statistical analysis specifically descriptive statistics. Skills and experience that would be beneficial include: - Proficiency in statistical software, specifically for descriptive statistics - Experience and knowledge in health data analysis - Ability to identify data quality issues and rectify them - Proficiency in data cleaning, notably in removing duplicates - Deep understanding of community health data. Your role will be crucial in ensuring that the data is reliable and significant for intended projects. I look forward to working with a skilled and experienced freelancer on this urgent project.

...provide real-time code suggestions and auto-completions similar to tools like GitHub Copilot. - **Code Snippets**: AI can suggest commonly used code snippets based on the problem statement and context. - **Problem Solving Hints**: AI can offer hints or guide candidates through difficult problems without giving away the solution. - **Adaptive Learning**: Use AI to adjust the difficulty of questions based on the candidate's performance in real-time. ### **2. AI-Based Cheat Detection** - **Plagiarism Detection**: Use AI to compare submitted code against a vast database of existing code to identify copied or modified solutions. - **Behavioral Analysis**: Monitor typing patterns, speed, and other behaviors to detect unusual activity that may indicate cheatin...

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I am looking for a skilled Tensorflow expert who can perform image analysis on user-generated images. Specific requirements: - Retrieve data from AWS - Apply image analysis techniques on the fetched data - Focus specifically on face recognition within these images Ideal freelancer would have: - Solid hands-on experience with Tensorflow, AWS, S3 buckets and similar - Proven experience with image analysis, particularly face recognition - Familiarity with data retrieval from AWS This project requires precision and keen attention to detail, underscored by a profound understanding of image analysis. If you believe you can handle this task, I look forward to seeing your bid. An NDA will be required for additional further detail

I'm seeking a skilled 3D image editor to enhance images of 6 budgies. The task is to: * change all head shapes to more round shape. * change necklace material to a silver colour for x6 and ensure they look the same in style but the shapes are kept as is. *make background colour white or clear for all *create a shiny material on top of nose in the same colour Key Requirements: - The necklaces should have a 'Simple and Elegant' style. - You will need to have experience in 3D image editing and design. - Attention to detail is vital for ensuring the necklaces look realistic on the birds. Ideal Skills: - Proficiency in 3D image editing software - Creative and innovative approach to adding accessories Please let me know your experience with simila...

This job is best suited for a tennis fanatic, that also has experience or interest writing scripts. We run a Tennis YouTube channel. Where we do player analysis, match recaps, narratives on different topics in the tennis world. If you do not watch/pay attention to tennis on an almost daily basis then this is not the right job for you. We also have a host for our channel so the script needs to be cohesive and casual enough for someone to read off of it without it sounding like a script. You will be responsible for writing (3,000~) word scripts 1-3 times a month, with reasonable turn around times if you are interested in applying, please show us examples of your previous work. We are looking for someone who is self-driven and makes sure that 100% of their information is correct and...

More details: Is this project for business or personal use? Personal What information should successful freelancers include in their application? Detailed project proposals How soon do you need your project completed? ASAP.

...- Recommendations for optimal capacity levels (10kW, 20kW, 30kW, and 40kW) based on market demand, competitor analysis, and technical feasibility. - A comprehensive comparative analysis of the existing Cummins, Kohler, and Briggs and Stratton products. - Auto Cad design work to finalize the design and show the benefits compared to the competition for the 4 models Ideal candidates for this project will have: - Proven experience in generator design and engineering, with knowledge of the Canadian market being an added advantage. - A good understanding of the residential market, particularly with respect to power backup solutions. - Strong analytical skills to conduct a detailed product review and competitive analysis. Your design should cater to the needs ...

We’re seeking an experienced professional to create a detailed business plan and financial model tailored for securing venture capital funding. This project involves market research, competitor analysis, financial forecasting, and crafting a compelling narrative that outlines our vision, strategy, opportunity, and projected growth. The aim is to develop a roadmap that not only guides our business but also attracts potential investors.

...create detailed financial reports and dashboards, primarily based on data from Excel spreadsheets. Key Responsibilities: - Develop compelling, visually appealing reports and dashboards that are easy to interpret and navigate. - Tailor the reports and dashboards specifically to financial analysis, ensuring they provide the insights necessary for informed decision-making. Ideal Candidate: - Proven experience creating financial analysis reports and dashboards in Power BI. - Proficiency in integrating data from Excel spreadsheets. - Strong attention to detail and the ability to translate complex financial information into clear, concise visual elements. This project requires a high level of expertise in Power BI, financial analysis, and data visualization. ...

I'm in need of many skilled freelancers based in Udupi, who can assist me with various projects. The main goal is to support me in various projects and build a strong company. Key Requirements: - Skilled in particular areas like web-development, Flutter, content creation, UI/UX etc. - Able to work out of home or co-working space - Able to provide long term commitment to projects I am building a panel of freelancers in Udupi to work out of my co-working space, who can support me in client projects as well as my own projects. I would also like to build a set of talent pool out of Udupi to cater to the local as well as global audience.

...Management, Traffic Analysis, Keyword Relevancy Image Tags, Ideal Skills and Experience: - Proven track record in designing flyers for service-based businesses, especially in the digital marketing/SEO sector. - Experience in creating vibrant and eye-catching designs to capture and retain the attention of the online business audience. - Understanding of the unique selling points of SEO services and the ability to translate them into compelling visual and textual content. If you have the expertise in these areas and are confident to take on this project, I'd be very interested in seeing your portfolio and discussing further details. PLEASE BE SURE TO INCLUDE: - My phone number (206) 395-6759 - Bulleted list: - Backlinks, Content Writing, Social Media Man...

I'm in need of an experienced developer to modify my PHP/Bootstrap5 image watermark form. The current setup has the form working in the background with a preset design. I now want it to be a more integral part of the watermark process. Key tasks: - **Form Integration**: The form should be fully functional, where users can upload images, add text for watermarking, choose a watermark position, and even select an existing image for watermarking. - **Code Adjustment**: The existing watermarking code needs to be integrated and work seamlessly with the form submission. This involves adjusting the code to make it work in conjunction with user input from the form. - **User Experience**: The form should be user-friendly, intuitive, and visually appealing, ensuring a smooth and e...

I need a competent writer with a strong understanding of computer science to help me research and write content for a web-based system. Key Requirements: - Proficiency in various areas of computer science, particularly in Artificial Intelligence, Data Science, or Cybersecurity. - Ability to thoroughly research and cover a range of topics within computer science, such as Machine Learning, Algorithms, or Network Security. - Excellent writing skills and the ability to articulate complex technical concepts in an engaging and easy-to-understand manner.

...thorough justification for the entire piece. Key Requirements: - Expansion of the Entire Essay: I need the freelancer to expand on the essay in its entirety. This includes adding more substance and depth to the introduction, body paragraphs, and conclusion. - Justification: I'm looking for the writer to provide a comprehensive and thorough justification for the essay. This should include critical analysis and historical context. Ideal Candidate: - A Strong Background in Literature: The ideal freelancer for this project will have a solid understanding of literary concepts, themes, and theories. - Exceptional Writing Skills: Given that the expansion and justification will be a written task, strong writing skills are a must. - Experience in Academic Writing: Experience in wri...

...Sydney, Australia. I'm in search of a seasoned SEO expert specialised in the wedding/event photography space with a knack for improving search engine rankings, significantly increasing website traffic, and amplifying online visibility. Specifically tailored to target local customers in Sydney Australia only, the primary objectives of this role entail: - Conducting a comprehensive website SEO analysis - Optimizing website content and structure to appeal to our local customer base - Ensuring consistent online visibility across various search engines - Successfully generate organic leads There's no set deadline for this project. The perfect individual for this role would possess: - Proven experience in wedding photography SEO projects - A strong understanding of local S...

Website Development for Educati...primarily be used for uploading question papers in PDF format and providing a student login dashboard. - I prefer the website to be developed on WordPress. - The key functionalities I require are user registration and login. - Additionally, I would like the ability to upload and download content, as well as an interactive dashboard. _Conducting online quiz with ranking and candidate wise SWOT analysis. Ideal Skills and Experience: - Proficiency in WordPress development - Experience in creating user registration and login systems - Ability to implement content upload and download features - Knowledge of creating interactive dashboards - Familiarity with education-related websites and requirements Payment gateway and social media integration...

I am looking to collaborate with an experienced medical or health writer who can assist me in delivering a comprehensive guide on migraine management primarily targeted towards adults. It will be a blend of scientific data and personal experiences adding a more humane touch. Key Points: - The book should intertwine scientific analysis and real-world experiences to give readers a sound understanding of migraine, its causes, symptoms, and remedies, as well as coping with it on a daily basis. - I imagine a mixed structure format combining sections and chapters to provide a flow that leads the reader through understanding, managing, and living with migraines. Ideal Candidate: - Proficiency in health/medical writing. - Familiarity or personal experience with migraine would be a plus...