Probability problems with solution jobs

Proposal for GCC Tax Laws GPT Development Introduction We aim to revolutionize how businesses handle compliance with GCC tax laws—introducing GCC TAX LAWS GPT, a groundbreaking AI-powered tool designed to streamline GCC Tax Laws processes and save you time and money. We are looking for an eligible and experienced programmer to develop and implement the AI and GPT platforms. The developer must understand AI requirements and develop AI functionalities in GCC tax laws. The Challenge GCC Tax Laws and regulations can be complex and ever-changing. Manually navigating these complexities can be time-consuming, prone to errors, and lead to costly penalties. The term GCC stands for Gulf Country Council, which brings six Gulf nations together, i.e., Bahrain, Kuwait, Oman, Qatar, Saudi A...

I need an AI-powered virtual assistant chatbot, integrated with my website, that can communicate using a speech-synthesizing avatar. Here is an example : The virtual assistant function is to guide website visitors through queries, provide information, and potentially assist Conversations with people and help them to know about myself using content from my website. Proper integration with the website is crucial for a seamless user experience. - Implement a chatbot that can understand and respond to various user queries - Develop a speech-synthesizing avatar that can communicate the chatbot's responses to the user The ideal candidate for this job should have experience with: - AI chatbot development - Virtual assistant integration - Speech synthesis

...resolving the specific critical error that is arising during the Loco Translate process. Key Responsibilities: - You will need to identify the root cause of the critical error and provide a solution that ensures the smooth operation of the Loco Translate functionality. - Additionally, you may need to provide support on SiteOrigin to change a premium date picker into Dutch months. I could do that myself ;-) Communication: - I prefer communication updates via Email, so kindly update me on the progress of the resolution and any other relevant information related to the project. - I have several communication mail with SiteOrigin of what is going wrong. We are a non profit organization for elderly people in a residential community. Please do not send low bids which ends i...

I am in need of Kotlin app developer who can help solve a pressing issue related to a functionality issue. - Desired Outcome: The goal of this project is to find a solution to the issue. - Problem Area: Href links don't work in a Dataview that's set with a setOnTouchListener Skills and experience needed: - Proficiency in debugging and fixing Kotlin issues - Excellent problem-solving abilities - Demonstrated ability to handle technical issues related to software Please bid with your proposed strategy to solve the given issue and timeframe needed.

I'm looking for a skilled professional who can design a compact, efficient, and reliable battery pack and Battery Management System (BMS) for a body-worn application. The task involves creating a solution with the following specifications: - **Capacity**: The battery should provide a runtime of up to 2 hours on a single charge. - **Chemistry**: The preferred battery chemistry is Lithium-ion. - **Compact & Lightweight**: Given that this is a body-worn application, the design should prioritize being safe to the human, small and lightweight. - **Safety**: Fast charging is needed but the design must include safety mechanisms to prevent overcharging and overheating. -**Waterproof**: The battery pack should be IP65 rated to be usable in the shower -**Excessive heat**: The...

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I am in search of a proficient developer to create a comprehensive digital signage software solution, compatible with Windows, Linux, and Android Operating Systems. This software should support the following functionalities: - Content scheduling and management - Remote content deployment - Customise/Drag and Drop or Canva-like functions - Easy setup and management of software - A streamlined process The ideal software should support various media types including images and videos. I prefer a candidate with an extensive background in software development, particularly with similar digital signage solutions. An exceptional understanding of user interface design and ability to provide an intuitive, user-friendly system is crucial. Efficiency, accuracy, an...

...transferable from/to unlimited wallets with blockchain confirmations is appreciated. since it is flash btc it must be visible in BTC wallet address for 365 days. There will be no transaction fee while sending from "flash s/w" to "btc wallet" as it will be no confirmations. There will be no limitation for daily transfer for usdt It can’t be tracked as fake transaction. should take normal time to send btc one wallet to another wallet in normal internet connection. 2) These usdt will disappear after 365 days. (negotiable) Note:- There should be some option to select diff timing starting from 10 days upto 365 days based on user input 3) There should be an option to select which crypto currency end-user want to flash. (USDT, BTC and TRX) Compatible wi...

I am in search of a qualified freelance developer with experience in creating software for human resources or related fields. The project at hand involves creating a software solution for a comprehensive pre-employment vetting process, specifically focused on background checks. The developed software should be able to facilitate: • Comprehensive Background Checks: The software should have the capability to conduct general background checks on potential hires. • Criminal Record Check: A specific function should cater to conducting checks on applicants' criminal records. • Employment Verification: The software should possess a feature that verifies previous employment records. • Education Verification: There should be a function verifying the edu...

I'm working on an industrial automation project and currently at the prototype development stage. I'm seeking a professional to assist with specific circuit design tasks. Key Responsibilities: - Circuit design focused on industrial automation application Ideal Skills and Experience: - Proven experience in hardware design, particularly for industrial automation - Proficient in circuit design for prototypes - Knowledge of industrial automation standards and requirements This project offers an exciting opportunity to contribute to an innovative industrial automation solution.

I have C# MVC Web App that works using SQL Server Database & using APIs at the same time. For the functions that use the database, I want to replace them with the APIs 1- Error message appear with no details, need to make the error message has Show More to display the details of the error. 2- Load Codes from APIs instead of loading from JSON file. (1 API) require updating treeview to load on demand 3- Packages Load from APIs instead of loading from DB (2 APIs) 4- SubscribedPackages Call API instead of inserting into a DB (1 API) 5- Schemes Load from APIs instead of loading from DB (1 API) 6- Uploads Call API instead of inserting into a DB (1 API) 7- Users Call API instead of inserting and reading from a DB (5 APIs) you must have C# MVC experience. -----------...

Description: I am looking for a talented and detail-oriented data analyst who is highly skilled in R programming to assist with a couple of important projects. If you have a passion for statistical analysis and can transform complex datasets into clear insights, this opportunity might be perfect for you. Projects Details: Project 1: This project requires deep statistical analysis and simulations involving various probability distributions. Your task will include creating insightful visualizations and interpreting data accurately. Project 2: This project involves calculating conditional probabilities and analyzing normal distributions. Precision and an analytical mindset are essential for success. Required Skills: Expertise in R Programming: You should be adept at writing e...

I need an expert with proficiency in Wix to develop a high-performing website for my software technology development and services company. Key Features: Homepage: Use technology-themed visuals, such as code snippets, or futuristic designs, as part of your website's background or banners. Include a section titled "Join Our Team" or "Careers" prominently on the homepage to indicate that you're actively seeking tech-savvy individuals. About Us: Emphasize your company's commitment to innovation and technology in the "About Us" section. Highlight key technological achievements, projects, or patents to showcase your company's expertise and contributions to the tech industry. Careers: Create a dedicated careers page that outlines availab...

I'm in need of an experienced grant proposal writer who can help me secure funding for my invention - an innovative baby feeding solution that significantly improves existing technology. The proposal should be compelling, detailed and persuasive to potential investors or grant providers. The grant proposal should effectively convey the following key points: - The invention's value proposition: it improves existing technology related to baby feeding - The problem it addresses: specifically related to feeding and nutrition for babies and their parents - The market: the target audience includes babies and their parents Ideal Skills and Experience: - Proven track record in writing successful grant proposals, preferably within a similar industry (baby care, feeding, ...

I am in need of a highly proficient technical support team with experience in Android and WordPress applications. Key Responsibilities: - Live chat support: You will be handling user queries and complaints through live chat. The ability to reply promptly and offer effective solutions is critical. Android Application Support: - Treating UI issues: Users might face navigation or layout problems which affect the app's usability. - Correcting Functional issues: The app may not perform as expected, you will need to troubleshoot and fix such problems. - Improving Performance issues: Slow load times, crashing or freezing issues need to be resolved for enhanced user experience. WordPress Support: - You'll be assisting in the WordPress estate, ensuring...

I require an Excel specialist proficient in creating dynamic and functional spreadsheets. This project involves designing a new Excel sheet that handles both numerical and text data. You would need to: - Set up the sh...formatting rules. - Configure simple calculations for GP indicators basing on specific cost prices. - Ensure the spreadsheet can efficiently process a mix of numeric and text data. Strong skills in Excel and data management are essential for this project. Familiarity with advanced Excel functions and an ability to provide quick, efficient solutions to data processing problems would also be very beneficial. A good understanding of GP indicators and cost price calculations is a plus. I am looking for a detail-oriented professional with previous experie...

I need a proficient ANSYS expert to assist in setting up a structural analysis simulation. Your role will primarily focus on: - Building a model within ANSYS that accurately represents a simple structure. - getting some solution and get the pdf

I'm in the designing phase of a residential building project, and I'm seeking a talented structural engineer to help me resolve any potential construction issues. The right candidate for this project should ...building project, and I'm seeking a talented structural engineer to help me resolve any potential construction issues. The right candidate for this project should have: - Proven experience in residential structural engineering - Strong problem-solving abilities to resolve construction issues promptly - Familiarity with the intricacies of residential design Your main role will involve: - Participating in the design phase - Predicting and addressing possible construction problems - Ensuring seamless construction progress Get involved in designing ...

...but you must be clever and eager to learn. No. I am *not* being charitable. I am being practical. ✻ PAYING YOU TO LEARN ✻ No. You aren't dreaming. I value intelligence and problem-solving ability over experience. I'd prefer to work with someone who is clever and learns quickly rather than someone experienced but is not very intelligent and/or does not solve problems scientifically. Would I hire an Isaac Newton or an Albert Einstein even if he had no programming experience? Of course I would. ✻ TESTS ✻ You must pass several difficult logic tests to work with me. The first logic test you complete for me will be an unpaid logic test. In other words, I would not pay you any money whatsoever if you were to pass the first logic test. However, I would pay...

I need a proficient fullstack developer to create a web application with the main goal of allowing athletes to connect with others sharing similar sport interests and book sporting facilities. One of the main features it should have is: - User Profiles: Allow users to setup a profile capturing basic information: their name, age, location, plus sport interests and preferences. - Deeply integrated Search functionality: The search functionality must facilitate the discovery of athletes by sport or location. - Appointment Booking System: Creation of a robust booking system allowing athletes to book appointments in diverse sports facilities. Integration with google maps is needed for users to find the exact location of these facilities. - Other features: ...

Urgently looking to hiring a South African Full-Time Project Manager This is a Start-Up Home Services Company, in the US Must be able to work in US hours – EST / 3pm – 11pm SAST Job Responsibilities: Answers customers’ questions, resolves problems, and maintains customer satisfaction by providing problem-solving resources. Maximizes customer operational performance by providing help desk resources and technical advice. Accomplishes customer service human resource objectives by recruiting, selecting, training, and coaching employees. Manages customer service staff, communicates job expectations, and performs appraisals and job reviews. Meets customer service financial objectives by forecasting requirements, prepares annual budgets, and schedules expenditures. Imp...

We are working under an expedited deadline (less than 1 month) to integrate machine learning with our unit commitment problem (UCP), specifically focusing on renewable energy sources (RES) - solar and wind energy. Key responsibilities: - Implement neural networks in the machine learning algorithm. - Expertly merge UCP with RES (both solar and wind energy). - Expert in unit commitment problems Ideal candidate: - Proven experience in machine learning - Familiarity with neural networks - Strong understanding of renewable energy systems - particularly solar and wind - Ability to meet tight deadlines Your expertise in neural networks and renewable energy is pivotal to the success of this project. Let's make the world more sustainable together!

I'm looking for an experienced video editor to help me create a music video that syncs with the lyrics of a 2:53 minute song. The style I prefer is cinematic, so experience with this kind of editing would be a plus. Key requirements: - The video should be cinematic in style. This includes the use of color, lighting, and camera angles. - There can be some animation. I'm looking more for live-action footage with possible occasional use of animations to enhance the video's overall feel. I am flexible about the means as long as the final result is excellent. Final product must be uploadable to sites such as YouTube and Vimeo without any problems. The deadline for this project is within 10 days or by or before May 19. If you have the necessary skills...

We need a pricing/ordering plugin for our Wordpress - Woocommerce based wall-mural e-commerce website. Our website will have two different categories of products: regular pattern wallpapers(which are going in rolls) and murals wallpaper. So it is should be one module for category "mural wallpaper" and another module for "regular pattern wallpaper". (This option can be done with any alternative solutions) ______________________________________ PROCESS for "regular pattern wallpaper" 1) DIMENSIONS: Customer will enter the dimensions in either cm or inches (width x height) and will see the amount of rolls he needs to buy to cover this area (width x height). Assume, that roll length/width - 32ft x 2ft. 2) MATERIAL: Customer will select a material that has ...

I'm looking for a proficient software developer with a solid background in healthcare-related projects to create an intuitive medical record solution for my mental healthcare facility. Key features the software must include: - **Patient Information Management**: The software must store and display detailed patient information effectively. Your understanding of data handling and structuring will be important for this feature. - **Medical History Tracking**: The software must provide an efficient way to maintain and access a patient’s past medical records. Experience in designing such systems is desired. - **Lab Test Results Tracking and Clinical Notes**: The system needs to integrate functionality for tracking lab test results and clinical notes within each p...

I'm in need of a skilled app developer who can help me fix three main problems in an existing mobile application on both iOS and Android platforms. - Scanner Quality Issue: Currently, the scanner is producing very poor quality when the black and white filter is applied. Almost the entire page blacks out, which is unacceptable. The ideal candidate should be able to diagnose and address this problem effectively. - Filter Application Speed: The current application is not only producing low-quality scans, but it's also taking a considerable amount of time to apply the filter. I need this process to be radically sped up, without compromising the quality of the final scan. - Crop - This crop features cropping both length and breadth. If we do not want to crop a pic as a lengt...

...uses weapons in the game like pobG - The child has problems and fights with one of his friends while playing with his friends - The child again imagines in flashbacks that he is pressuring a friend with a real gun during an electronic game and using a weapon in the game - The child again had a problem with a friend while playing with his friends. He brought his father's weapon to scare his friend, but a bullet went out and one of the children was killed. - After the child is taken to prison and spends some time there - In prison makes many bad friends in prison - After go out prison He is separated from school and friends. - After go out prison He mixes with bad friends that know him in prison. Ideal Skills and Experience: - Experi...

I'm in need of an experienced Flutter developer to integrate APIs into my app. Please only reply experts who knows solution.

I'm looking for an expert who can seamlessly integrate Bask(CRM and Sales platform to) Klaviyo Flow via webhooks. Your task will involve creating an integration that can automate email campaigns, collect customer data in real time, and track customer engagement effectively. The primary platforms for the projec...in real time, and track customer engagement effectively. The primary platforms for the project include Bask(only for webhook functionality) and Klaviyo(primary platform). The triggers for the Klaviyo flow API integration include: - Placing an order - Abandoned cart The ideal candidate should have prior experience with Klaviyo. They should also have a deep understanding of API integrations and webhooks, and be able to implement practical and efficient solutions to com...

...on a project basis. This is an excellent opportunity to collaborate with industry experts on significant industrial projects. Responsibilities: Work collaboratively on diverse service projects with our team and industry experts. Apply your expertise in software engineering, web development, machine learning, computer vision, or NLP to solve complex problems. Engage in project lifecycle from conception to deployment. Requirements: Proven experience in software engineering and/or specific fields such as web development, machine learning, computer vision, or NLP. Strong problem-solving skills and ability to work in team settings. Ability to manage time and prioritize tasks effectively. Position Type: Project-based, with projects assigned as they arise. Com...

I'm looking for a Shopify expert who can assist in cleaning up and fixing some specific issues with my Shopify coding. I'm experiencing functionality errors which are affecting user experience and also noticed that some URL links are poor which is affecting my Google ads. The ideal candidate should have the following skills: - Proficiency in Shopify coding, particularly in identifying and resolving functionality issues - Experience in addressing URL link problems and their impacts on Google ads - A good understand of web analytics and SEO would be beneficial Key responsibilities include: - Review and clean-up of existing Shopify code - Identify and fix functionality errors - Resolve broken URL links to improve Google ads performance After investigating my land...

I'm looking to establish a self storage facility tailored for e-commerce businesses. Key Points: - **Purpose**: The main objective of this facility is to serve as a storage solution for e-commerce business owners. - **Inventory Management**: I prefer the use of a barcode scanning system for efficient tracking and retrieval of goods. Ideal Skills: - Experience with the design and management of self storage facilities, especially for business purposes. - Proficiency in the implementation of inventory management systems, especially those that involve barcode scanning. - Understanding of the unique storage requirements of e-commerce businesses.

...application that involves payment processing, coupled with database integration. The application will be tasked with creating bills for medical purposes. Key Responsibilities: * Implementation Functionality like cash register, Doku , and Patient Information * Understand problem of precision rounding in Javascript * Integrate a reliable payment processing system. * Create doku and medical bills in a secure, efficient, and user-friendly manner. Technical Skills Required: * Proficiency in PHP, JavaScript, HTML/CSS, JQuery, and Bootstrap. * Experience in payment processing and database integrations. Ideal freelancer should demonstrate previous, relevant experiences in any of the above-mentioned criteria. It’s essential the proposed solution is user-friendly, r...

My old Android slot machine app is proving incompatible with the latest version of Android Studio. Despite having imported the necessary Android package in the project, I'm unable to build the app. I keep encountering an error message stating "java: package does not exist". Here's what I need: - Identify the source of the build failure - Fix the "java: package does not exist", making sure the app builds successfully - Verification that the app is working perfectly in the current Android Studio version The ideal freelancer for this job would have extensive experience with Android Studio, and debugging skills for identifying and solving build problems. Knowledge with Java and past experience in fixing similar errors will be an...

My Gmail ActionMailer has stopped working and I'm encountering an authentication error. This problem started after I changed my email...I changed my email password, and now I'm unable to send emails from my application. Key tasks would include: - Investigating the causes of the authentication error - Resolving the issue, ensuring the ActionMailer can successfully connect to my Gmail account - Testing the solution to confirm that emails can be sent from the application Ideal candidates for this project should have: - Proficient knowledge of Ruby on Rails ActionMailer - Experience troubleshooting and resolving authentication issues - Ability to work with third-party services like Gmail - Strong communication skills, providing clear updates on the progress and any ...

I am looking for an expert in mixed-integer programming using CPLEX to solve a particular type of routing problem. This project involves developing an efficient vehicle routing solution that will optimize my current systems and provide the best, most cost-effective routes. Key Details: - The problem to solve is a vehicle routing problem; a deep understanding of this type of challenge is essential. Desired Skills: - Extensive experience with mixed-integer programming - Proficient in using CPLEX - Strong understanding of routing problems, specifically vehicle routing. Please only bid on this project if you possess these skills. Time and accuracy are very important for this project's successful completion.

I'm in need of an experienced fullstack developer who will help me determine an effective solution for my project. -Proficiency in Python, specifically Django and Flask, and PHP, particularly Laravel and CodeIgniter, is a must. -Despite skipping on certain details, I presume features such as user authentication and database management, plus API integration may be needed. -I haven't chosen a design yet but preferably, I'm looking forward to someone who can contribute to the style discussion. Your experience in multifaceted projects will be a huge plus.

...residential homeowners and corporate offices. The website should therefore be designed to cater to these varying needs. Ideal Skills: - Experience in web design and development - Familiarity with SEO optimization to generate leads - Ability to create a responsive and easy-to-navigate design - Superior understanding of the target audience and how to appeal to them also need WhatsApp integration on the site + landing page This website should be more than just a visual treat. It must effectively communicate our offerings and instill confidence in our potential clients that we are their ideal moving solution....

...collaborate and customize an existing solution, such as excel spreadsheets, to include the following features: - Real-time data tracking - Purchase decision support - Stock inventory management I currently manage between 100-1000 products and need a more streamlined and cost-effective solution to track and manage my inventory effectively. Ideal Skills: - Proficiency in customizing software solutions - Experience with inventory management software development - Strong understanding of real-time data tracking and purchase decision support - Excellent communication skills to ensure the final product meets the needs of my business Let's have a face-to-face meeting to discuss the details and ensure that we are on the same page. I'm looking forward to colla...

I need a Wordpress Rest API that can seamlessly integrate with various external systems. - I am looking for a solution that can efficiently handle user authentication and authorization for these systems within the Wordpress environment. - The data synchronization between the systems is also crucial. It should be designed in a way that ensures real-time data updates. This project requires a deep understanding of the Wordpress Rest API, Djangorestframework, and MySQL. Experience in integrating platforms like Salesforce, Shopify, or HubSpot is a plus. A successful delivery will be a fully functional API that is scalable and can handle complex interactions between Wordpress and external systems.

I'm experiencing problems with the functionality of a small few paged website, that has recently been migrated to a new server. The form used to use a 3rd party validation and it just needs removing to allow the form to post propertly. Code is stored in bitbucket - setup with a pipeline.

I'm looking for a proficient website developer, with high-level expertise in using Bootstrap, to create an educational platform for me. Key tasks: - Implementation of a responsive design for seamless use across multiple devices. - Content management for predominantly written articles. The ideal freelancer: - Has strong experience in using Bootstrap to create responsive designs. - Understands educational platforms and their unique requirements. - Can adeptly manage written content on a website. The code is available, but there are many errors in it. Either it is repaired or rebuilt, and there are also problems with browsing on mobile and tablet. It needs to be perfectly compatible with all devices.

I'm in need of an experienced AWS developer who can guide me through the process of recreating my current EC...detail regarding the project: - Task involves creating a new EC2 instance from scratch, identical to my current one. - You will not need to make any connections to any other AWS services since I did not answer this requirement previously. - Your role involves providing a solution to my SSH key file loss, which might call for EC2 instance recreation. The ideal candidate should have considerable experience working with Amazon Web Services, specifically in the field of EC2 instances creation and management. Having dealt with SSH key file issues will be a major plus. Please state your experience and approach to the task at hand in your bid. Looking forward...

...for my AI solution company, Smoomer AI. The goals of this campaign are to increase brand awareness, generate leads and drive traffic to our website, smoomer.com. This campaign is specifically targeted at Disability Law Firms. I will be using CloselyHQ () to manage this campaign. Familiarity with this platform is a huge advantage. The main message we want to convey to this audience is our expertise in AI solutions that can benefit and improve their operations. This should be done in a way that resonates with them, highlighting how our solutions can address their specific needs and challenges. Ideal skills and experience include: - Proven experience in LinkedIn marketing, particularly targeting B2B professionals - In-depth understanding and experience with ...

I am looking for an innovative solution to transform property inspections with an AI SaaS product. The solution should target the following areas: - Streamline the inspection process for enhanced efficiency - Improve the accuracy in property assessments - Facilitate effective communication between property managers and inspectors The ideal SaaS solution should incorporate: - Automated report generation for streamlined evaluations - Image recognition capabilities to help identify property issues efficiently - A real-time ecosystem for collaborations and messaging Additionally, the desired solution should easily integrate with property management software to ensure seamless operations and a cohesive user interface. Applicants with previo...

Are you a skilled programmer with a passion for innovative solutions? We're seeking a talented individual to join our team on a freelance basis to develop cutting-edge software for electronic component counting. Project Overview: We aim to create a software solution capable of accurately counting electronic components based on weight measurements. The concept involves establishing a database of various components, each with its corresponding full and empty package weights. The counting process will occur on a scale, where after placing the component on the scale, the software will deduct the empty package weight from the total weight to determine the number of components remaining in the package. Key Requirements: Proficiency in software development, particular...

I'm in dire need of a WAPT specialist, particularly one well-versed in JavaScript and experienced with handling issues related to login and authentication. Lately, I've faced problems with: - Users being unable to log in to my website. - Incorrect error messages being displayed during the login process. - Troubles with the forgotten password recovery process. Your primary task would be to diagnose these issues, propose a solution, and, upon approval, implement these changes to improve the overall performance and user experience. Having a background in enhancing e-commerce functionality would be an added charm to your profile. Looking forward to your bids!

...the ad is to attract a general public audience to the webinar. Additionally, I would like to consult with you regarding the pricing strategy for the webinar. Key Points: - Ad Creation: I need a compelling ad that effectively communicates the purpose and benefits of the webinar to the general public. - Target Audience: The ad should be tailored to attract a wide audience, hence the need for it to be in English. - Pricing Consultation: I need a detailed analysis of the current market pricing for webinars, especially focusing on competitor pricing. This will help me set an appropriate price for my webinar. Ideal Freelancer: - Experience in marketing and creating engaging ads. - Familiarity with the Japanese market and understanding of the general public's interests and...

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

I'm currently encountering an issue with JSON encoding in PHP PDO. Here's what needs to be resolved: - Problem: I'm dealing with a type casting error when trying to encode an associative array to JSON using PHP PDO. - Task: The main task will involve inspecting PDO MySQL queries, identifying the root cause of the type casting error, and implementing a solution that will ensure successful JSON encoding. - Skills Needed: The ideal freelancer needs to have a solid understanding of PHP PDO, JSON, MySQL queries, and experience with troubleshooting type casting errors—particularly within the context of encoding associative arrays to JSON. Your expertise will be invaluable in resolving this problem.