Informatica data quality interview questionsJobb

Hej Logictrix Technologies, jag noterade din profil och skulle vilja erbjuda dig mitt projekt. Vi kan diskutera detaljerna över chatten.

Obs! Detta projekt är en long term projekt!! - Fast and Furious 7 - Jag behöver en som kan skriva 2-4 artiklar/blogginlägg per vecka + bilder/videos med angivna keywords. Freelancern MÅSTE även optimera artiklarna (SEO) samt submitting på olika directories. Articklarna/blogginläggen + bilderna måste passera Copyscape...Articklarna/blogginläggen + bilderna måste passera Copyscape och vara unika likaså bilderna!!! Freelancern kommer behöva skriva artiklar/inlägg om följande subcategories: - Cars - Wallpaper - Quoet - SoundTrack Projektet är långsiktigt, så gör ditt bästa för att jag ska fortsätta med dig! Första månaden är dock en TEST må...

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-The Excel workbook should comprise multiple worksheets showing the models, the regression analysis summary, the comparison of model performance, the decision tree, and the calculations you used to answer the task questions that require you to complete in Excel USING SOLVER. -report should be mainly for the economic order quantity (EOQ) analysis and the answers to the qualitative questions. No introduction -1900 word report -There should be at least FOUR worksheets in the Excel workbook. Two of them should show the following two demand forecasting methods that you are required to use to forecast the demand of 5 kg ice bags at Caltex, a petrol station in Melbourne. 1. Moving average 2. Static method. for the other two: summary of the regression analysis for the static method...

My goal is to craft a captivating online platform that will serve as a gallery to exhibit a multitude of art pieces. This webpage will principally serve the following functions: * Display more than 20 works of art * Present an artist's biography * Feature various interview videos Ideal Project Executor: - A freelancer with a keen eye for aesthetics, who can create an attractive and immersive user experience. - Experience in website development that focuses on art or related fields. - Proficiency in efficiently organizing large volumes of content in a neat, user-friendly manner. - Expertise in embedding video content into websites. - A deep understanding of my goals for this project. Looking forward to potential collaborations to imbue life into this project.

...users to receive responses to their prompts seamlessly. - Basic customization: Although we seek a simplistic design, the chat interface should still maintain a professional and appealing look. This means including preset themes for customization. We have a model on google colab which uses GEMINIAI and answers based on the prompt. I need to integrate this into the website. The website will answer questions on "How to fix___?" by returning the tools required and the steps to perform. Additionally, I need the links for buying those tools included at the end so an API call needs to be added. Ideal candidates for this project should have: - Proficiency in GeminiAI use, NLP, API, chatbot development, and web development. - Experience with integrating AI models into websites....

I need a skilled individual to help me create a professional slide deck - the presentation is attached below and is titled Freelancer's Global Interview Standards The presentation is to be around 8 to 15 slides in length. I have highlighted in blue in the below presentation document, the titles I want you to focus on creating for the slide deck. Please feel free to use images wherever necessary. Key requirements: - Creating a visually-engaging, professional slide deck - Incorporating provided branding guidelines - Ensuring the slides are clear and concise - Good project management and communication skills, as I aim to be involved in the process to ensure it aligns with my vision

I'm in need of a skilled survey designer to help me create a structured questionnaire that'll measure the success and efficiency of our IT services. Key Requirements: - Create a comprehensive survey that includes various KPIs related to IT services. - Focus on measuring areas like response time, uptime/downtime, and customer satisfaction. - Ensure the su...be deployed on a monthly basis - The survey should be easily understandable by the respondents and generate actionable insights for our IT team. Ideal Skills and Experience: - Proficiency in designing surveys with a focus on KPIs - Knowledge of IT services and various KPIs associated with them - Experience in designing reports for IT service performance - Ability to create clear and concise questions that will yield m...

I'm looking for a talented individual who can help me develop an LLM text model which behaves like a virtual girlfriend. This text model must be engaging in intelligent dialogues with emotions and feelings. Here are the primary requirements for this project: - Create an AI-driven text model: I need a text mod...backend of the model to limit illegal content or prohibited dialogue contexts. Ideal skills and experience for this job include: - Proven experience in developing AI-driven chatbots or virtual assistants - Proficiency in natural language processing (NLP) and machine learning - Strong understanding of emotional intelligence and how to incorporate it into AI models - Master Python * If you have any questions, you can write to me and coordinate a test. We will also prese...

...should be able to deliver a high quality, user-friendly system within a reasonable timeframe. 1. Quiz manager: Implement a quiz online app You, as a user, you can login(or register) and make quizzes from a variety of domains. You can choose the domain for the questions. After the quiz is finished the user will receive a score. Structure (minimum requirements): Register page: a form with the necessary data Login page: a form with login details Quiz page: the quiz area (you can use cards) contact form On all pages: the user can change the theme: dark vs light the user can change the language: en or ro it will be responsive at least on mobile. Recommendation: Data should come via an api call Nice to have: Use Angular To choose the difficulty of the ...

I am in need of a talented Hindi scriptwriter to work on a long-term basis, generating scripts for educational online videos. The ideal candidate should be passionate about creating engaging and informative content. Key Requirements: - Writing online video scripts: I require at least 60 minutes worth of script each day. - Genre: The content will be educational, so a strong grasp of the Hindi language is essential, as is the ability to make complex topics accessible to a wide audience. Ideal Skills and Experience: - Proven experience in scriptwriting, particularly for online videos. - Strong understanding of the nuances of the Hindi language. - Background in creating educational content is a plus, but not mandatory. - Ability to meet daily script output requirements.

Seeking a long-term Python Data Scientist and Generative AI expert Your task is to develop a prototype chatbot that is powered by Generative AI and Large Language Model (LLM) to respond to user queries using domain-specific knowledge and RAG implementation. The project will focus on integrating LLM frameworks, managing data preprocessing, and implementing the chatbot's user interactions. ONLY people who respond to below screening questions will be considered: 1) Did you fine-tune an LLM model using LoRA or QLoRA? If so, which model did you fine-tune, and what was the use case? 2) Do you have a GitHub profile? If so, can you share the link? 3) Are you proficient in English, and what is your hourly rate?

I am considering the development of a boutique hotel in Lombok, Indonesia, targetting particularly the surfers from Australia, Bali, New Zealand, Europe. The hotel would be the only hotel close to Desert Point, one of the most well known surfing spot globally. Scope includes contacting Surrfing Clubs in europe and asia and ask them a dozen of questions to gauge the level of interest for booking rooms in the hotel as well as their preferences for different hotel amenities and features.

I'm looking for a professional who can convert my Amibroker AFL script into a TradingView Pine Script. The converted script should be able to generate buy/sell signals and provide backtesting capability. The ideal candidate should have experience in: - Amibroker AFL and TradingView Pine Script languages - Developing buy/sell signals - Implementing backtesting functionality Moreover, my tra...my trading strategy is based on breakout patterns. The converted script should reflect this strategy and incorporate the following indicators: - Moving Averages - Relative Strength Index (RSI) - Supertrend I'm looking for a freelancer who can deliver a polished and fully functional script that mirrors the performance of the original AFL script in TradingView. Feel free to ask any addition...

Hi, apologies again for the delay. Here is a renewed project. Let me know if you have any questions.

...offers the flexibility to work from anywhere in Pakistan, collaborating with team members to create and maintain stunning WordPress websites. Responsibilities: Design & Development: Crafting visually appealing and fully functional WordPress websites. Content Management: Publishing and updating content across WordPress sites efficiently. Blog Management: Editing, publishing, and maintaining high-quality blog posts. Team Collaboration: Working closely with other team members to achieve project goals. Technical Support: Troubleshooting and resolving technical issues on WordPress sites to ensure optimal performance. Qualifications: Proficient in WordPress development and design, with a solid understanding of its core functionalities. Strong skills in Elementor are a signi...

I am in need of a developer who can assist me in converting my existing Flask API into an Assistant GPT openai. The ideal candidate will be skilled in Python and GPTs Assistant and have a proficient understanding of Flask A...need of a developer who can assist me in converting my existing Flask API into an Assistant GPT openai. The ideal candidate will be skilled in Python and GPTs Assistant and have a proficient understanding of Flask APIs. As the project involves converting the API into an Assistant GPT, experience with AI and NLP models will be a huge plus. Please note that there was a technical error in the questions, hence the repeated skips. It is highly important that the converted system maintains the functionalities of the original API while being able to run as an Assi...

I am in need of a creative and professional video editor to assist in repurposing one of my videos into five smaller, engaging marketing videos. Purpose: - These videos will be used to promote a specific product or ser...Specifically targeting age group 36-45 and above. Therefore, the design, tone, and messaging of the videos should be relatable and appealing to this demographic. Ideal Skills: - Proficiency in video editing softwares - Solid understanding of digital marketing and social media trends - Experience in creating content for age group 36+ - Ability to deliver on time, maintaining the high quality. Should you have any additional questions or need more details, please feel free to ask. I'm looking forward to seeing your creative vision come to life through t...

I urgently need a competent videographer with personal camera and sound equipment to produce engaging, high-quality videos over a two-day period amounting to about 10 hours. These videos will include event coverage and conducting interviews. Key Requirements: * Ability to film in indoor locations. * Adeptness in filming both event videos and interviews. * Expertise to create videos aimed at both marketing and promoting our brand and providing educational information. Skills and Experience: * Solid videography experience. * Proficient use of personal camera and sound equipment. * Proven track record of working on marketing and promotional casings, as well as informative and educational projects.

...functionality: Users can purchase vouchers at half price. - Condition: To avail the voucher, the user must share the app link with 10 other users. - Success criteria: If the user successfully shares the link with 10 users, they can redeem the voucher at half price. - Failure criteria: If the user fails to share the link with 10 users, they will receive a 10% discount on the voucher instead. Some more questions - Can the voucher sharing process be automated or tracked within the app? Ideal Skills and Experience: - Proficient in mobile app development, particularly customization on existing apps. - Strong UI/UX design capabilities to ensure a seamless user experience. - Experience with integrating push notifications and payment gateways. - Familiarity with backend development ...

I am seeking a creative ad designer who specialises in Facebook advertising. The aim is to produce an advert which can be translated into multiple languages to target different countries. The ad is for a downloadable video course, for those whose native language is not English, teaching what to say in a job interview in English. Predominantly my market would be working professionals aged between 25 and 50 who are likely to have to attend job interviews in English. Main tasks would be : - Creating an engaging Facebook ad - zeroing in on target group of potential customers (possible later task) - designing an effective landing page for ad clicks current page (in Italian) can be found at I can

Hello, I am looking for someone who can help me review a locker service in Spain. The job requires: Being stationed in Spain. Ordering a package to the locker. Picking up the package from the locker. Answering questions regarding the service. Let me know if you are interested and available for the job.

Hi there, I am looking for a professional Digital Marketer for my affiliate product link promotion who has confidence enough in their skills to bring me sales, You must be an expert digital marketer with enough Experience in the market, otherwise, you will just be wasting your money and time, your work is to promote my affiliate link and bring me sales and you will ONLY get...link promotion who has confidence enough in their skills to bring me sales, You must be an expert digital marketer with enough Experience in the market, otherwise, you will just be wasting your money and time, your work is to promote my affiliate link and bring me sales and you will ONLY get paid after you bring me sales. Apply only if you are sure you can bring sales. Contact me if you have any questions about...

...looking for a developer who can create an Android mobile optical reader application using OpenCV for image filtering. The main purpose of the application is to apply image filtering effects to the captured images. I would like to have an application made that will read the rectangular optical form with 25 questions and 5 options specified in the appendix, with a phone camera. Through the application, first the user will enter the answer key of the exam, then the correct/wrong/blank questions should be calculated by determining the options marked with the appropriate image processing algorithm. In addition, the number of times each question was marked as correct, how many times as incorrect and blank should be kept during each determination. The application must be develop...

I'm looking for an experienced videographer to capture various aspects of a visit to a company HQ in London. This project will include: - Filming interior shots of the HQ - Filming interviews with employees (YouTube presenter will conduct the interviews) - Capturing B-roll footage of the surrounding area The visit date is Tuesday 18th May. The purpose of the video is to generate a YouTube video that will captivate and engage YouTube viewers. The ideal freelancer should have prior experience in corporate videography, and creating dynamic YouTube content. Please provide samples of previous work of a similar nature when applying.

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...devices and browsers - Implementing an intuitive user interface - Designing engaging website layouts - Translating designs and wireframes into high-quality code - Managing the react codebase **Basic Qualifications** - 12+ months of experience in building applications using React.js and Typescript - Proven work experience in integrating APIs into the React code - Strong proficiency in JavaScript, including DOM manipulation and the JavaScript object model - Thorough understanding of React.js and its core principles - Experience with popular React.js workflows (such as Redux) - Familiarity with newer specifications of EcmaScript - Experience with data structure libraries (e.g., ) - Knowledge of modern authorization mechanisms, such as JSON Web Token - Familiarity with moder...

I have a project that requires some custom work done via Woocommerce, as well as implementing some design work. Budget is fixed (if you ask for more, you will be blocked and if you...logins only once I have awarded. I am not giving out logins ahead of time. If you ask during the messaging process, you will be blocked. Also, I anticipate that quite a few will be capable of completing this task. If I reach out to you, after I send the project details, you must explain to me why you are the one I should pick. You are welcome to ask questions in there but I have been very thorough in my project details. If you need to ask alot of questions, you will not be picked. If you have read this, please say “Wolves” in your bid so I know you read this. If you do not, your bid w...

Develop an WhatsApp bot to sell to our clients, based in IA chat and voice like Twillo, with Integration of the clients CRM/ERP's so that the bot can answer to the client with human language. with the Intranet. 2 When the CUSTOMER CALLS DETECT FROM AND Customer or not. 3...clients CRM/ERP's so that the bot can answer to the client with human language. with the Intranet. 2 When the CUSTOMER CALLS DETECT FROM AND Customer or not. 3 Hello Mr (name of the client) , how are you? 4. Hello, we have verified that you are not yet our Client 5 . What do you intend. 6. Speak to Our Commercial Department: Technical department Another subjects. After answering the questions, read our intranet If there is no response, I will pass it on to my colleague and pass it on to Human.

I need assistance in integrating an automatically generated Order ID within my Google Forms. Many people do it so, AT THE END the form, it will generate an ID number that will go into the Google Sheet where the responses go. In this case, I need it to be in form of a Short Question INSIDE THE GOOGLE FORM, Not at the end. So this way, the number generated will be pa...Order ID within my Google Forms. Many people do it so, AT THE END the form, it will generate an ID number that will go into the Google Sheet where the responses go. In this case, I need it to be in form of a Short Question INSIDE THE GOOGLE FORM, Not at the end. So this way, the number generated will be part of the info the client sunbmits like Name, Phone Number, Zip Code, etc. Please ask questions before agreeing...

...someone who is proficient in data analysis, particularly with 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 c...

...freelancer's remuneration is an agreed upon percentage of the NFT token sale amount minus applicable commissions and fees. All payments are made in the cryptocurrency accepted for payment for the NFT collection. The customer reserves the right to request additional information or documents necessary to confirm the fact of sale and the legitimacy of payments. Please let us know if you have any questions or need additional information....

This is going to require on site visits in Martinsburg, WV I require expert assistance for water quality testing specifically for irrigation purposes. The main concern is potential presence of bacteria and pathogens which could not only affect plant health but also seep into produce, posing health risks. We have a 5 acre wooded property in the mountains and the new neighbors blocked the water supply running into our several wet water streams going through our property. Now all the previously blocked areas have been released and the water coming through on our property is not normal. We are worried that it could kill our trees, wildlife, and vegetation. We are also worried about recent pesticides and herbicides being used in the area that are seeping into our property. - Testing f...

I'm looking for an experienced Django developer to work on the backend of my project. Key Project Goals: - The primary focus of this project is on backend development. You should have a strong understanding of Django and be able to handle complex backend tasks. Ideal Skills and Experience: - Extensive experience with Django is a must. - Strong understanding of backend ...- Extensive experience with Django is a must. - Strong understanding of backend development. - Ability to work on complex backend tasks. - Good communication skills. - Previous experience with similar projects is a plus. Please note that the project is already defined and the focus will be solely on backend tasks. Your role will be to improve the backend of the website. Feel free to ask any questions for mo...

I need a skilled individual to help me create a professional slide deck - the presentation is attached below and is titled Freelancer's Global Interview Standards The presentation is to be around 15 to 20 slides in length. I have highlighted in blue in the below presentation document, the titles I want you to focus on creating for the slide deck. Please feel free to use images wherever necessary. Key requirements: - Creating a visually-engaging, professional slide deck - Incorporating provided branding guidelines - Ensuring the slides are clear and concise - Good project management and communication skills, as I aim to be involved in the process to ensure it aligns with my vision

I'm seeking a skilled copywriter to help craft radio copy that will resonate with our audience and effectively communicate our brand traits of trustworthiness and quality. Your main tasks will be: - Understanding our brand: You should be able to capture the essence of our brand and the values we stand for. - Crafting compelling radio copy: You'll need to create engaging, impactful copy that conveys trustworthiness and quality in a way that captures and keeps the listener's attention. - Adaptability: The ability to create radio copy that aligns with our brand while also being flexible enough to resonate with different target markets is crucial. Ideal candidates will have experience in branding and copywriting, particularly in the radio medium. Understandin...

...health-conscious individuals as primary audience The selected freelancer should have: - Demonstrable experience in creating educational motion graphic content - A portfolio showcasing previous work in the field - Understanding of the principles of designing for specific audiences, especially health-conscious individuals. Looking forward to seeing your bids, and please feel free to ask any questions if you need more details. Example of scrip: A low carb diet is great for reducing blood sugar levels. If you have diabetes or high insulin levels, reducing your carb intake can have a significant impact on your health, Studies have found that a low card diet can dramatically lower your blood sugar levels, and in some cases, help reverse type 2 diabetes.! "

I'm seeking a skilled copywriter to help craft radio copy that will resonate with our audience and effectively communicate our brand traits of trustworthiness and quality. Your main tasks will be: - Understanding our brand: You should be able to capture the essence of our brand and the values we stand for. - Crafting compelling radio copy: You'll need to create engaging, impactful copy that conveys trustworthiness and quality in a way that captures and keeps the listener's attention. - Adaptability: The ability to create radio copy that aligns with our brand while also being flexible enough to resonate with different target markets is crucial. Ideal candidates will have experience in branding and copywriting, particularly in the radio medium. Understandin...

I am in need of a skilled professional who c...Microsoft Word’s functionalities and be able to create a fully custom template. - Design Skills: The template should not only be functional but also visually appealing and in line with our brand image. - Attention to Detail: It is crucial that the template is designed specifically for external client communications. - Communication: I require clear communication on the progress and any potential questions or issues that may arise. Please note that I will provide you with the specifications that the template should adhere to. Your role will be to implement these requirements in a user-friendly, professional, and attractive manner. If you have experience in creating similar templates and are up for the task, I look forward to hea...

I have a very old logo with super low quality. Your task is to re-create it in a modern format (vector). Requirements: - Recreate the old logo as a modern, high-quality vector image. - No changes are needed to the existing design; it should be recreated exactly as it is. - Deliver the final logo in PNG, PDF, vector formats. Ideal skills and experience: - Proficient in graphic design and logo creation. - Experienced in vector art and modernizing old designs. - Familiar with logo file formats and able to deliver in the required formats.

I'm looking for a skilled professional to help me with advanced data processing tasks using Power BI and Macros. Key Responsibilities: - Data Cleansing: You will be responsible for ensuring that the data is clean and free of any inconsistencies or errors. Ideal Skills and Experience: - Proficiency in Power BI and Macros - Strong background in data processing - Ability to clean and transform data effectively Please note that the main objective of this project is advanced data processing. The tasks would primarily involve data cleansing and transformation. Feel free to reach out if you have any questions.

I'm looking for an experienced and skilled professional to create a series of high-quality Tshirt mockups using Adobe Photoshop. The Job: - I'll be providing the designs, so your main task will be to translate these designs into realistic-looking Tshirt mockups. - The final delivery should include 11-15 mockups. - These should feature both the T-shirts alone and on models. Requirements: - Prior experience in creating HQ Tshirt mockups is essential. - Proficiency in Adobe Photoshop. - A keen eye for detail and the ability to create realistic and visually appealing mockups. Please ensure to include relevant samples of your previous work in your proposal. Looking forward to seeing your portfolio.

I need someone to help me with my weekly projects that involve Quality Assurance Testing and Consultancy services for a few major international tech firms. Projects and work are continuously available so there is plenty of work weekly We will work 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 underst...

...that 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 cheating. - **Proctorin...

I'm seeking a professional to standardize and aesthetically enhance my existing PDF-based letters and proposals. including adding the attached flow chart in the document Key Points: - Standardization: The primary objective is to ensure all letters and proposals maintain a consistent and professional format. - Aesthetics: I aim to modernize the design of the d...Expertise in PDF document creation and formatting - Strong graphic design skills, with a portfolio showcasing modern and minimalist aesthetics - Ability to enhance the current documents without deviating from the original content - Attention to detail to ensure all necessary elements are included - Previous experience with proposals or business letters is a plus Feel free to ask any further questions to better understa...

I need an experienced NextJs (ShadCn) + Prisma (Postgres) developer to build an E-commerce application within a week. Key Requireme...taking app - Users can create online test, generate links and take test using the application - The whole app will be less than 10 pages - The App will have a lot of funtionality like generating common test link, session specific test link, generating test scores/result, question bank support, dynamic questions... The ideal candidate should have: - Solid experience in NextJs, ShadCn, and Prisma. - Proven track record in E-commerce application development. - Ability to deliver high-quality work under tight deadlines. Please only apply if you are confident in your ability to meet these requirements and can deliver the project within the...

I'm in need of an expert who can set up Webmin on my Ubuntu server. The primary reason for this is to facilitate server management. Here's a bit more detail on the tasks: - Setup Webmin: The primary task here is installing and configuring Webmin. It should be set up properly and securely to ensure that the server can be effectively managed through the panel. - Additional Server Tasks: O...ensure the server is secure and running properly. Ideal candidates for this role should have: - Proficiency in Ubuntu server setup - Experience with server panel software, specifically Webmin - Strong understanding of server security - Capability to manage additional server tasks like firewall configuration and DNS setup Please share your relevant experience, and feel free to ask any clarifyi...

...makes sure that 100% of their information is correct and turns in scripts on time consistently. The scripts should contain links to youtube clips with timestamps. This is non-negotiable. Every video is make is built around awesome player interviews, highlights and sound bites. Example YouTube Channels: Cult Tennis Courtside Tennis Baseball Doesn't Exist Cult Tennis PLEASE ANSWER SCREENING QUESTIONS Please add rates in job cover If you're resume looks good I can send you a TEST project with video + script references. Look forward to hearing all your proposals and working together! Please Add "Sampras" to the beginning of your cover so I know you have read the whole thing! More details: What type of tennis analysis are you looking for? Match breakdown...

We are looking for someone long-term who can do cartoon animation with experience in video editing. It will be around 1-2 minute per video. These will be for youtube. We are looking for someone good in communication, can do it on a good price, and delivery time. More details will be provided upon interview.

I require assistance in creating an Adobe fillable PDF form for my clients. This form will be used to collect data. - The PDF form will need to include both text fields for entering information and checkbox fields for multiple choices. - I also need a box around the bottom portion (last two questions) Freelancers must have experience in Adobe fillable forms and demonstrate an understanding of how to create dynamic and user-friendly forms.