Pattern recognition image processing delphimunkák

I already have a program developed in HTML, PHP, MySQL and Javascript. I would like to remove the current access system and implement an access system with facial recognition. I need a form to record users (scanning their face) and a way to connect the already registered users (scanning their face)

My e-commerce website utilizes a PrestaShop module for handling finance-based payment processing, currently functioning on PHP 7.2 (I believe). It currently works on our 1.7.6.9 website. I am seeking a skilled PrestaShop and PHP developer to upgrade this module to be fully compatible with PHP 8.2, as it fails when trying to install on our new Prestashop 8 staging site, and I suspect the PHP version to be the cause. Key Tasks: - Update and test all aspects of the module before deployment - Ensure the module sustains its current functions post-update - The module operates by connecting to our retail finance provider to initiate loan applications and must preserve this functionality. It also provides a simple finance calculator on the product page Skills & Experience: - Experti...

...which will allow for the use of cloud computing resources and facilitate the work on the project. Requirements: Integration with Visual Crossing API: Implementation of integration with the Visual Crossing API is required to retrieve weather data. The data should cover a wide range of information, such as temperature, precipitation, humidity, wind speed, atmospheric pressure, and more. Data Processing and Analysis: Weather data should be processed and prepared for analysis. Attention should be paid to data cleaning, normalization, and the possible enrichment of data with additional variables that may improve the accuracy of the model. Model Development with TensorFlow: Use TensorFlow to create and train a weather forecasting model. The model should be able to predict various w...

I'm seeking an experienc...message queuing system with an event-driven architecture. This system needs to be highly scalable and with a strong emphasis on high performance and minimal latency. Key Requirements: • Develop a message queuing system utilizing RabbitMQ • Implement an event-driven architecture within the system • Guarantee high performance and low latency in overall system performance The appropriate design pattern of the .NET application using RabbitMQ should be based on the Request/Reply model. Candidates should have significant experience with RabbitMQ, good understanding of .NET, and skillful in implementing the Request/Reply model. Familiarity with creating scalable distributed systems and adeptness with high performance and low latency syst...

As the client, I lack concrete answers pertaining to my project's purpose and goals, as well as what characteristics are required for successful completion. Therefore, I need you to be highly adaptable and well-rounded in your C# skills. The only specific feature I anticipate needing is user authentication. Any additional capabilities, such as data processing, integration with external APIs etc. can be discussed as we progress. Skills and Experience: - Comprehensive knowledge of C# - Experience developing varied C# projects - Proficiency in creating user authentication systems - Capacity to work with minimal guidance - Strong problem-solving abilities - Excellent communication skills. Please include in your applications: - Your C# experience - Any relevant past work - An ...

I'm looking for a Photoshop expert to help with some image manipulation tasks on my CashApp. Specifically, this involves manipulating a screenshot from the app. Key tasks: - Photo editing - Image manipulation - adjusting the screenshot as per my requirements Ideal skills: - Photoshop competency particularly in image manipulation - Understanding of app UIs, particularly payment apps like CashApp - Prior experience in photo editing, especially screenshots will be beneficial - Attention to detail Expect to provide a sample of your previous work in this field. Looking forward to working with an experienced freelancer who can bring my vision to life.

I need a skilled graphic designer to transform my image into a fun, festive Easter theme. Key tasks include: * Adding bunny ears to the subject * Incorporating Easter eggs into the image * Including any other Easter-themed decorations you think may enhance the image * Maintaining the image in PNG format Since I haven't provided specific directions for the positioning of elements or the style and color scheme to be used, I'm open to your creative interpretation. Please present your ideas to me for approval before proceeding with the final edit. Your own experience and creativity will be the main drive of this project. Ideally, you have a strong track record in image editing and can showcase examples of previously completed work in this area.

Currently, I'm in need of a talented PHP Laravel developer who can help overhaul my betting site. The project entails sorting out a couple of hitches that I've noted. * Payment Gateway Issues: Despite the details of the issues not being specified, I require significant help to rectify the payment processing system to provide a seamless experience for users. You should be well-versed with different payment gateways, and capable of troubleshooting and rectifying issues promptly. * Betting Functionality Bugs: My site seems to have some bugs affecting the betting functionality. The inability for users to effectively place bets has brought inconvenience. I'm looking for someone experienced in this area who can identify and fix these bugs. I am looking to get these issue...

I'm seeking a creative logo designer with a knack for abstract imagery to create a unique, eye-catching logo that caters to the youth demographic and professionals. The ultimate goal of this logo is to instill brand recognition and Professionalism. Required Skills and Experience: - Proven experience in abstract logo design - Understanding of youth trends and preferences - Ability to convey brand identity through design Responsibilities: - Developing an abstract logo for brand recognition - Focusing on the youth as the primary audience - Keeping the logo playful yet professional

Seeking a skilled freelance developer for AI photo booth software creation. Must have expertise in AI technologies and photo software development. Desired functionalities include facial recognition for personalized filters and automatic background removal/replacement. Ideal candidate has experience in AI, photo software development, and creative problem-solving.

I require a professional to work on my PNG image. This project involves comprehensive cleanup, which means every identified imperfection needs to be removed. The task includes removing hard lines around the image and empty spaces between rays, among others. The color scheme must remain the same after the cleanup. The ideal freelancer is one skilled in image editing and restoration who can ensure high-quality results while preserving the original colors. Proficiency in using state-of-the-art tools is integral to producing a cleaned-up version that surpasses basic editing and touch-ups. Please only bid if you have demonstrable experience in comprehensive image cleanup.

While maintaining professionalism, I am aiming to develop a brand logo that primarily garners recognition. Its main color scheme should rely heavily on hues of blue and silver, though we can discuss. Preferably, this logo should evoke a cool and casual feel upon observer's first interaction with it. Given the targeted vibe of "cool", freelancers interested in taking up the project are expected to: - Have extensive experience in brand logo creation - Exhibit a good sense of color balance on a blue and silver palette - Demonstrate an ability to interpret and channel emotions into design ideas - Possess a creative and innovative mindset. Be able to intrigue viewers while still maintaining a professional design aesthetic - Draw outlines of specific sport fish- understa...

I'm in need of a proficient Lectra user who can leverage the software to create patterns, cut fabric, and mark appropriate areas. This will be solely for the purpose of sofa manufacturing and design. Ideal Skills and Experience: - Extensive knowledge in Lectra software - Proven experience in pattern creation, fabric cutting, and marker making - Familiarity with the furniture industry, specifically sofas - Proficiency in CAD - Strong eye for detail and accuracy If you possess these skills, I would love to hear from you. Please provide relevant work samples along with your bid.

I'm seeking a qualified individual or team to design an artificial intelligence (AI) agent capable of navigating informational websites, filling out forms, sending emails, and performing several additional functionalities. This project will require: - Developing the AI agent using Python - Ensuring the agent primarily focus on browsing informational sites, effectively extracting and processing the needed data. - Configuring the agent to run either through cloud-based operations or manual triggers. Ideal Skills and Experience: - Profound expertise in Python programming - Significant experience in AI development, preferably with a focus on web browsing and data extraction - Familiarity with cloud-based operations and manual triggering systems - Understanding of the structure a...

As the client, I lack concrete answers pertaining to my project's purpose and goals, as well as what characteristics are required for successful completion. Therefore, I need you to be highly adaptable and well-rounded in your C# skills. The only specific feature I anticipate needing is user authentication. Any additional capabilities, such as data processing, integration with external APIs etc. can be discussed as we progress. Skills and Experience: - Comprehensive knowledge of C# - Experience developing varied C# projects - Proficiency in creating user authentication systems - Capacity to work with minimal guidance - Strong problem-solving abilities - Excellent communication skills. Please include in your applications: - Your C# experience - Any relevant past work - An ...

...exude musicality, modernity, and innovation to attract the target audience. Vibrant colors and recognizable musical instruments are essential components. Two or three main colors in the color palette is enough. A white or light background could keep the style fresh but if you can find an other way then please surprise us. Logo The logo should incorporate both text and imagery to enhance brand recognition. Originality is key, as the band seeks to stand out. Three versions of the logo are required: horizontal, vertical, and square. Website A requirement for the website is that it must be responsive and built on WordPress as the CMS. We aim for a simple website, possibly a one-pager, that doesn't require frequent updates. However, the concert schedule will need to be revised ...

I'm looking for a skilled Laravel developer to integrate the Bank of Bhutan payment gateway into my existing project. Below are the key requirements: - Payment processing capabilities. - Skills needed include: Laravel, API integration, and familiarity with payment gateways. - Note: API credentials and documentation have already been obtained from the Bank of Bhutan. - It's not clarified which Laravel version the project is built with, so flexibility and adaptability to work with potentially any version is preferred. - Please abide by the set budget of 4k inr. Your experience with Laravel and similar integrations will set you apart.

In need of a skilled graphic designer to amplify the online presence of our aesthetic procedures in the clinic. The main task at hand: - Crafting compelling social media designs primarily for Instagram and Tiktok. Goals: - Boosting brand recognition - Facilitating lead generation The ideal freelancer will have: - Exceptional graphic design talent - Experience with social media content creation - The knack to produce designs that are both eye-catching and lead-driving. Expertise in design for aesthetic procedures is necessity. Please show us sample of your previous work , even better send us a link to your published portfolio. if you read the job description till the end, please write ( SM posts ) at the beginning of your proposal.

I'm looking for an experienced logo designer who can design a striking logo that portrays a professional image, specifically aiming to appeal to a corporate audience. The offering is a physical gold trading strategy called "Aurum Fidelis" which offers monthly returns to the investor. Keys to this project: - The logo should employ a warm color scheme, potentially hinting at the material at the core of the offering (gold) without being too "explicit". Utilizing of a symbol, potentially integrating the strategy`s name (Aurum Fidelis) in a creative manner, would be helpful. - The final design must communicate an essence of professionalism. - The ideal candidate will have previous experience in creating logos with a corporate feel. - A strong portfolio showc...

Xero Expenses Processing and Setting up Chart of Accounts

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I need assi...people images for use in printed materials. The ideal freelancer for this project should offer: I'm looking for someone with strong Photoshop skills to extract specific mages from various Images of people. Example Image attached. 17 Images to be edited Key requirements include: - Extracting product images from various document types - Knowledge of advanced masking technics - Capable of ensuring the quality of extracted images - Returning extracted images in an accessible and organized manner Ideal candidates will be very detail-oriented and have a strong understanding of image extraction . Previous experience with similar projects is highly desirable. Im looking for TOP QUALITY here. Images are printed in high resolution for public walls. Perfect extr...

...goal is to improve our brand image through effective and strategic copywriting that resounds well within the business community. The Copywriter would be responsible for: - Collaborating with us to understand our brand identity and voice - Composing original copy that not only reinforces our brand image but also adds value to our audience - Proofreading to ensure all content aligns with our brand voice and style guidelines Ideal candidates should have: - Proven B2B copywriting experience - Exceptional communication skills - Knowledge of diverse business processes and strategy development - Understanding of target audience analysis - Proven ability to maintain a consistent brand voice. If you have the expertise and experience to help us elevate our brand image...

I'm seeking a highly skilled AI developer with experience in computer vision and action recognition to develop an Android application. This application will utilize camera feeds in real time to successfully recognize and analyze basketball shots. Ideal Candidates: - Proficiency in computer vision and ML and action recognition - Extensive experience with Android development - Proven ability with implementing real-time camera feed analysis Features Required: - Real-time shot success recognition and analysis from camera feeds - System should be able to discern and confirm when a shot has been successfully made - User-friendly interface fitting the Android platform. Looking forward to working with talented, solution-oriented freelancers.

I'm seeking a Tableau expert with a strong acumen for data analysis, specifically for financial data. The successful freelancer will need to transform data from Excel spreadsheets into meaningful, actionable insights. Key responsibilities will include: - Processing and cleaning data from provided Excel spreadsheets. - Designing and implementing Tableau visualizations that simplify the data. Ideal skills and experience: - Proven experience with Tableau data visualization. - Strong understanding of financial data. - Proficient in Excel. This is an ideal project for someone who's passionate about synthesizing complex financial data into clear, striking visuals that can propel decision-making.

...creating a comparison website tailored to shipping companies, emulating the functionalities of the website The key features to include are: - Online shipping calculator: To offer users a quick and efficient way to assess their potential shipping costs. - Order tracking: To empower users to monitor the progress of their shipments. - Secure payment processing: Ensuring that users can confidently make payments on the platform. Ideally, the professional I seek has previous experience in developing intuitive, user-friendly comparison sites, proficient in integrating complex features like shipping calculators and secure payment platforms. Understanding the needs of shipping companies and experience in e-commerce sites will be a plus. Working knowledge

...Redesign: I want a more user-friendly and visually appealing layout for my store. - Color Scheme Update: Adjust the overall color scheme to make it visually appealing, complementing the products. - Typography Improvement: Enhance readability and appearance through impressive typography work. A crucial part of your job will be resizing and removing the background from product images: - Product Image Standardization: You'll need to resize less than 50 product images to large dimensions (1500px by 1500px). - Background Removal: All product images' backgrounds should be removed to achieve a consistent, clean, and white look. Ideal skills for this project include Shopify development, graphic design, and strong understanding of aesthetics. Experience with photo editin...

I require an image that will seamlessly blend in with the current design of my Facebook and Instagram pages. The image should specifically include: • Key design elements: Incorporation of images relevant to my brand is essential. • Color palette: The image should adhere to my brand's color scheme, ensuring a cohesive look across all platforms. Ideal candidates will have a keen eye for design and an understanding of visual branding. A quick turnaround is expected. Successful completion may lead to a potential long-term business relationship.

As the person behind this project, I am targeting a skilled 3D animator who can transform a 2D picture into a realistic 3D animation for entertainment purposes. This won't be an interactive piece, but a standard 3D animation with lifelike depiction. Deliverable: - 3D Animation from 2D Image Key Skills Required: - Proficient in 3D animation software (Adobe After Effects?) - Ability to create realistic animations - Evidence of previous similar work I think Adobe After Effects is commonly used for this purpose This is what I am looking for: It's for personal use, not professional, I have a tight budget

...surveys, reviews, and support tickets to identify areas for further enhancement." 5 Top up Balance "*Diverse Payment Options*: -Local bank option (manaul) -Paypal option (Auto and manual) -crypto Binance (auto & manaul) -Visa -Alipay - Integrate multiple payment gateways for flexibility, including local bank transfers, PayPal, and popular cryptocurrencies. - Enable seamless automatic payment processing while offering manual verification options for added security. - Implement recurring billing options for subscription-based services, ensuring a smooth payment experience for users. -Push notification, announcement to user" 6 Buy Number "1/ Promotion country and service that popup select service by setting up in admin dashboard (pop up on buying OTP page...

I am in need of proficient developers capable of building or maybe having an efficient tool which will be used to bulk-remove watermarks from JPEG and PNG images. The tool must: - Be compatible with Microsoft Windows - Preserve the image quality despite watermark removal - Be designed with a user-friendly interface Ideal Skills: - Familiarity with Windows compatible development - Experience with image processing Please note that this tool is strictly for cases where copyright permissions are granted and must not be used to encourage or facilitate copyright infringement.

...user-friendly interface - Integrating GIF library within the app - Enabling text input method to modify selected GIF - Ensuring optimal performance of the app on both iPhone and iPad Ideal skills and experience: - Proficiency in iOS development (Swift/Objective-C) - Proven experience with graphic media applications - Familiarity with GIF file manipulation and text overlay - Proficiency in image and object tracking Please see the link below that has 3 videos that shows what this app should look like as well as an additional feature which allows the user to apply text on banners at the top or bottom of GIPHY GIFs. I already have a lot of this code done and available as you can see in video #3. This will be available to you but it will need to be improved and opti...

I am in need of an expert graphic designer who can craft a logo that reflects the heart of my brand. Key Details: - Purpose: The logo should primarily serve as a tool for brand recognition. It should be memorable and instantly resonating with our audience. - Colors: Please focus on cool colors. Incorporate shades of blues, greens, or purples that reflect our brand's calm and stable nature. - Style: The logo should be vector-styled. We want something sleek that can be resized without losing its quality or detail. Ideal Skills and Experience: - Proven experience in branding and graphic design - Proficiency in designing vector logos - Strong understanding of color theory - Ability to translate brand identity into a compelling logo - Feedback from previous clients about yo...

...substantial workloads on serverless platforms with a special attention to handling batch processing and prolonged timeouts, exceeding 10 minutes. Key Responsibilities: - Proficient Research, planning and management of robust serverless infrastructure. - Writing and optimizing JavaScript code for batch processing on serverless platform. - Insightful timeout handling that caters to functions running for more than 10 minutes. Ideal Skills: - Strong expertise in Node JS and cloud technologies. - Familiarity with serverless architecture and batch processing mechanisms. This project requires you to demonstrate your exceptional proficiency in Node JS, deep understanding of serverless infrastructure, batch processing functionalities, and the capacity to manage ...

I am searching for a talented logo designer who can create a unique and trendy logo that will help in promoting brand recognition. The design needs to be stylish and attractive to a wide audience. Key Requirements: - Use of Gold and Blush pink as the core colors. - No specific symbols or imagery is needed, I'm open to creative interpretations. - Logo should reflect chic, elegance and simplicity. Ideal Skills & Experience: - Previous experience in logo design. - Good understanding of color theory. - Ability to communicate ideas effectively. - Strong creativity and imagination skills. - Attention to detail. - Knowledge in brand identity development.

...is to enhance our current system by integrating data more proficiently, creating a more seamless user experience. - Technological competence is paramount; the prospective freelancer should have extensive experience with our current technology stack, which is Java and MySQL. - I'm specifically interested in the Aggregator Microservice Design pattern, so familiarity with this pattern is crucial. This design, I believe, will optimize our data processing and response time, leading to a more streamlined system. Your contribution to the project, by rendering your skills and knowledge, will be integral in achieving a more effective, cohesive system. Your bid should reflect your expertise with Java and MySQL, and your ability to implement an aggregating microservice...

We want to build the ai resume builder and ai interviews I'm looking forward to collaborating with an experienced software developer with expertise in Artificial Intelligence, specifically in the area of Natural Language Processing (NLP). The project will focus on: We want to build the ai resume builder and ai interviews Ideal Skills: - Extensive knowledge and experience in AI, with a focus on NLP system development - Proficiency in Python or other widely used AI programming languages - Strong understanding of current AI and NLP methodologies - Ability to work collaboratively to achieve my vision.

I'm seeking a proficient web developer with a strong background in JavaScript, React, ElectronJS and a solid understanding of Optical Mark Recognition (OMR). Key Requirements: - Highly skilled in JavaScript + React and ElectronJS it's will be good if you are familiar with ReactNative - Deep knowledge on Optical Mark Recognition technology - Comfortable with using OpenCV for computer vision tasks Experience dealing with these technologies in a real-world setting will be especially valued. Your role here involves effectively utilizing OpenCV's capabilities to achieve OMR tasks. This will be a challenging yet rewarding project that calls for a high level of technical expertise and creativity. If you have proven experience in adapting to new technologies quickly...

I'm searching for a skilled programmer who specializes in JavaScript for develo...Requirements: - Proven expertise in JavaScript is essential. - Capable of creating an API focused particularly on runtime data processing. - The API should handle real-time processing efficiently. - There will be no need for user authentication or payment processing, keep the focus on data retrieval. - Experience in real-time data handling is a significant plus. Make sure to highlight your relevant experience and proficiency in JavaScript in your bid, as well as any previous projects involving APIs for data retrieval and real-time processing. Familiarity with optimizing APIs for efficiency and speed would be advantageous. Remember, this project is all about efficient proc...

I'm seeking an exceptionally skilled fashion designer specializing in ethnic wear to create a contemporary f...specializing in ethnic wear to create a contemporary fusion style saree. The saree design will be pre-stitched and must encompass: - A unique mixed fabric print design - Selection of specific color - copper - Creation of a tech pack - Drafting a 2D pattern The designer should ideally have a strong understanding of both traditional and modern elements, and have a well-honed knack for creating fusion designs. Previous experience in designing sarees or any form of ethnic wear would be a distinct advantage. Proficiency in the use of CAD tools for designing, pattern creation and tech pack illustrations is mandatory. Please submit past work samples related to saree ...

I am in need of a talented website developer to create a custom-built website that serves two main purposes - selling my services and integrating an online booking system. Key Features: - eCommerce Functionality: The site should be capable of processing transactions securely and efficiently. - Online Booking System: A system where customers can easily book my services directly from the website. - Social Media Integration: Seamless integration with various social media platforms for easy content sharing and cross-promotion. The ideal freelancer for this job should have experience in custom-built web development and a strong understanding of UX principles, eCommerce platforms, and online booking systems. Previous work with social media API integration is a huge plus. The result ...

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I am looking for an experienced Android developer to create an application which supports image capture with specific functionalities and exports into PDF and Excel file formats. Key Project Requirements: • Develop an Android app. • The app should capture images with auto focus functionality. • The captured images should be converted and exported into PDF and Excel file formats. • The exported files should be uploaded to a server. Ideal Skills and Experience: • Strong experience in Android app development. • Proven experience in handling image capture functionalities such as auto-focus. • Proficient in file conversion and export to PDF and Excel formats. • Knowledge of server connectivity and file uploading process.

...and tracking stock transfers with powerful reporting capabilities. 8. **Integrated CRM:** Maintain a centralized customer database with order history and preferences, enabling targeted marketing campaigns. 9. **Kitchen Display System (KDS):** Improve kitchen workflow and efficiency by synchronizing order placement and fulfillment processes. 10. **Payment Integration:** Ensure secure payment processing by integrating with leading payment gateways worldwide. The developer will be responsible for: - Providing a complete guide on the requirements and specifications needed to build the POS system to ensure quality and user-friendliness. - Developing the system under the client's name, including setting up online servers and databases. - Delivering full source code and provid...

We are in need of an experienced graphic designer to create a captivating and unique homepage image for our website. You have to create a new home image for the slider of our website based on the one we have one? This should include the animation. We want to refresh the look of the website. The style should be in line with our website in terms of colors and geometries. We have reference. Image size for slide is 1920x500

...assist me in merging two distinct images into a single one in Photoshop. The result must look flawless with a seamless blend. A strong portfolio showcasing similar image merging projects will be highly beneficial. - Task: Image Manipulation – Merging Two Pictures with accurate lighting and effect setting. - Outcome: After merging, the image base would have the person added to it as if one was present in the click. - Images: First (base) picture is of wedding and another one is an old picture of a lady which is to be copied to the base picture. This task requires a freelancer with a mastery of Photoshop, particularly its image manipulation features and lighting knowledge. This task requires attention to detail to ensure the seamless blend ranging fro...

...skilled social media Video Video Cintant and strategist who can effectively increase our brand's visibility on Twitch, Rumble, and Kik. We are a payment processing company seeking to broaden our audience reach and create engaging video content that resonates with a diverse group, covering teenagers, young adults, and parents. Key Deliverables: * Increase brand awareness * Generate high-quality leads * Drive traffic to our website Ideal Skills & Expertise: * Proven experience in managing and growing social media platforms, particularly Twitch, Rumble, and Kik. * Ability to create engaging video content that aligns with the brand's image and appeals to our target audience. * Strong understanding of social media strategies and the ability to tailor content fo...

I'm seeking an adept freelancer for a project that involves the creation of a highly interactive chatbot using AWS Lex. The chatbot should have the ability to understand natural language and effectively i...effectively integrate with external systems. Specifically, I'm expecting the chatbot to be able to: - Comprehend natural language as per user responses and queries - Integrate with AWS Api to produce seamless chat flows - Exhibit competency in working with AWS Lambda, AWS DynamoDB, and AWS S3 Ideal applicants should demonstrate solid experience in AWS platform, API integration, naturally processing language, and Lex technology. Proficiency in JWT will be an added advantage. This project requires a thorough understanding of interactive chatbot dynamics for succes...

As a payment processing company, we're seeking to enhance our social media presence particularly on Twitch, Rumble, and Kik. Our focus is to create: 1. Product demos: Showcasing the practical use of our services. 2. Customer testimonials: Real feedback from satisfied customers using our services. 3. How-to guides: Easy to understand guides on using our services effectively. Our target audience primarily consists of businesses. Therefore, the content needs to be professional, informative, and convincing. Ideal candidates for this job would have strong experience in social media management and content creation, specifically video content. An understanding of the payment processing industry is a plus.

I'm seeking a proficient freelancer to create a data analysis spreadsheet specifically for number frequency and pattern recognition analysis. This project will require: - Strong understanding of Excel for creating comprehensive, yet user-friendly spreadsheets - Firm understanding of numerical frequency analysis, specifically time series analysis - Unique techniques to present relevant data in an easy-to-understand manner - Ability to make the spreadsheet dynamic so that when new data is entered, the analysis updates automatically Data entry should be through either direct human entry or AI via jpeg or pdf format of a pre-filled handwritten form Experience in advanced data analysis using spreadsheet tools and a solid background in time series analysis are crucial for thi...