Branches of statistics jobs

...Zoho Creator that allows users to scan QR codes of individual products and barcodes of outer cartons for inventory management purposes. The application will generate reports based on the scanned data, providing insights into the frequency of scans for each unique QR code. Sure, here's a detailed project requirement draft for your freelancing project: --- **Project Title:** QR Code and Barcode Scanning App for Inventory Management **Project Overview:** We are looking to develop a web-based application using Zoho Creator that allows users to scan QR codes of individual products and barcodes of outer cartons for inventory management purposes. The application will generate reports based on the scanned data, providing insights into the frequency ...

I'm in need of a highly proficient professional who specializes in performing statistical data analysis, particularly descriptive statistics. The ideal candidate should be able to: - Process the data meticulously - Apply comprehensive descriptive statistical techniques - Gauge the data with an acute attention to detail. Although the specific descriptive statistical measures aren't defined just yet, I'm looking forward to your input, so your expertise in measures of central tendency, variability, and position would be highly advantageous. Your ability to provide valuable insights from raw data will be a key driver in our decision-making process. I'm looking forward to a systematic approach to our data processing needs. Please acknowledge your ex...

...Drawing inspiration from Sorare and notable Figma community files, the goal is to design a modern, clean interface with a gaming visual that supports the functionality of a betting app. This interface should ensure a seamless and engaging user experience for blockchain enthusiasts, accommodating the buying, management, and trading of NFTs, as well as providing detailed fighter statistics. Specific Requirements: - Web3 Features: Design must integrate blockchain-specific elements such as cryptocurrency wallet connections for transactions, web3-based user registration, and login processes, enhancing the interaction typical of blockchain applications. - Design Inspiration: Primarily inspired by Sorare, with additional guidance from specified Figma community fi...

I am seeking a proficient data scientist to help me extract and analyze information within the Bangladesh construct...data scientist to help me extract and analyze information within the Bangladesh construction industry. This project focuses on market trends, industry analysis, and project specific statistics. This project's primary intent includes: - Uncovering market opportunities - Competitive analysis within the construction sector The findings will be utilized for: - The development of robust marketing strategies - Making data-driven business decisions Ideal candidates should have prior experience in data mining within the construction industry and have a solid understanding of market analysis and project statistics. Previous work within the Bang...

...skilled statistician with expertise specifically in SPSS data analysis in the field of medicine. I have 2 Excel datasheets already prepared for SPSS induction containing about 20 variables. The first dataset contains the measurements for the control group (14 patients) and the second dataset contains the measurements for the disease group (29 patients). I need to analyze the data to find any meaningful differences between the 2 groups (comparing means, using t and x square test, regression analysis etc when applicable) Key Project Details: - Data: The data has been meticulously prepared for SPSS induction and contains approximately 20 variables. - Analysis: - I'm particularly interested in inferential statistics to identify relationships or differences between...

User Authentication: User Interface: - Implement role-based access control to ensure that users only have access to features relevant to their roles within the company assigned by administrators and can view dashboards, Statistics and data access based on role privileges. Adaptive Employee Management: - Provide flexibility in employee profile fields, allowing administrators to customize add/remove fields such as contact information, job history based on the company's specific needs and Enable employees to update personal information like contact details or emergency contacts. - Store and organize employee documents, contracts, policies in database and Display for compliance purposes. Flexible Leave Management: - Allow administrators to configure various leave types such as ...

!!! ATTENTION !!! Please do not bid if you can`t perform an Altair EDEM simulation. !!! ATTENTION !!! Hello, I'm seeking an expert to conceive a revolutionary Shaft able to mix in a specific layering path an volume of 1,357 m3 (cilindrical container is 120 cm wide with 120 cm hight) consisting of aprox 80 different chopped materials (different densities and volumes) grass clippings, plant stalks, branches, twigs, coffee grounds, paper, filters, bags, tea, cardboard, kitchen leftovers, bio waste. Pile`s weight is aprox. 125 - 130 kgs (+20 liters of water). Mixing Simulation Test will validate (or not) your Shaft Concept Effectivness. Your shaft needs to touch the edges. Inspiration shaft models (109 MB):

The machine learning component of this hybrid profile creation system in a Flutter app involves integrating a TensorFlow Lite model, possibly using DistilBERT for its efficiency and effectiveness in natural language processing tasks. The model's role is twofold: Text Analysis and Categorization: It processes user-generated text inputs and web-scraped content to extract meaningful insights, such as sentiment, key phrases, or categorization of interests. This helps in dynamically adjusting the user's profile to reflect their preferences and behaviors accurately. Usage Pattern Learning: The system tracks and analyzes app usage statistics to learn about user preferences over time. Machine learning algorithms can identify patterns in what features or content the ...

I'm in need of a professional who can analyze comprehensive survey data and present the results in a detailed, report that relates to each hypothesis for my thesis research. The analysis is expected to be done using Excel analyses then further descriptive analysis is needed, focusing on summarising the main characteristics of the data and how they prove/disprove each hypothesis. This will involve exploring the responses to the survey questions, identifying patterns, trends, and constructing summary statistics. The key deliverable for this project will be as follows: an Excel spreadsheet with... - raw data in one tab (provided for you in the attached excel document) - cleaned data a separate tab (provided for you attached excel document) - your statistical anal...

I'm in need of a seasoned mathematician with specialized expertise in probability and statistics. Your role will involve undertaking a statistical data analysis project. Ideal Skills & Experience: - Strong background in probability and statistics - Proficiency in analyzing statistical data - Excellent problem-solving skills - Attention to detail - Prior experience in similar projects. Your keen grasp of the financial/accounting & mathematical principles involved in probability. You have only 1 question to answer, that's the project.

I'm looking for a detail-oriented researcher to help me gather information on EU and UK investment figures. Requirements: (1.) The no. of people (and total and average volumes (in EUR)) making personal investments each year in the UK (and separately in the EU) by category - stocks, bonds, crypto, on-line investment platforms (and sub-category real estate platforms - debt and equity), crowdfunding platforms, gold, REITS/real estate funds, savings accounts (banks), current accounts (banks), and "other" (2.) Numbers of households (or people if easier) earning between 50,000 and 100,000 or around those numbers." The numbers can come first - I need these urgently - charts can come later. Time is critical - ideally 24 hours. - Sector-wise breakdown: I am ...

...particularly on the Facebook platform, is highly desirable. - Knowledge or interest in the topic or theme of the Facebook group can be beneficial for facilitating discussions and providing valuable insights to members - Excellent written communication skills are essential for effectively engaging with group members and conveying information clearly. - Familiarity with the POD brand and personalized products can be advantageous for understanding customer preferences, tailoring engagement strategies, and providing relevant support and assistance. - Great knowledge of online legal issues and cool under pressure - Strong organizational and multitasking skills, a proactive approach and report statistics - Good technical understanding and can pick up new tools quickly - A...

I am looking for a Python programmer with a math background (statistics) who can help calculate the optimal strategy and house edge for various permutations of a casino card game similar to blackjack.

I'm in need of a talented banner designer who can create a personalized and illustrative banner for my social media platforms, particularly YouTube and Twitch. Requirements: -I would like that background, with that tree behind me. and three of those E in the sky has a cloud. also, i want a Nintendo switch to be hanging from one of the branches. - Personalization: The banner should reflect my personality and brand. - Style: I'm particularly interested in an illustrative style for the design. - Colors/Themes: I have specific colors and themes in mind for the design. Ideal Skills & Experience: - Graphic Design: Proficiency in creating custom graphic designs, particularly banners for social media. - Illustration: Strong skills in creating illustrati...

●Platform Compatibility - Available on iOS and Android ●User Registration/Initial Setup - Users must set their Gender, ...are presented with 7 questions to answer each week - Users have the entire week to respond to the questions - All responses are compiled and statistics are posted in the app every Monday ●App Sections - Section 1: Current Week's Questions - Section 2: Previous Week's Statistics - Includes a "Share" button to post statistics to Facebook, Instagram, Messenger, and other social media platforms - Section 3: Settings (allow users to update Gender, Age, City) ●Admin Features - Admin can input new questions each week for the users ●Notifications - Users receive weekly reminders to answer the questions - Notif...

I need an experienced Python developer with solid skills in webscraping to gather data from the Premier League's stats page (). The required task involves capturing all available statistics and organizing them into rows and columns within a single CSV file: every season is a row, with different statistics as columns. Applicants should be able to provide the following: - Evidence of past work, particularly related to webscraping. - Their robust experience in Python language and relevant industries. - Detailed project proposals outlining strategy and timeline. Given specified needs, Python is the preferred programming language for this project. Previous experience in similar webscraping projects is desirable, demonstrating your ability to

...responses are compiled and statistics are posted in the app every Monday ●App Sections - Section 1: Current Week's Questions - Section 2: Previous Week's Statistics - Includes a "Share" button to post statistics to Facebook, Instagram, Messenger, and other social media platforms - Section 3: Settings (allow users to update Gender, Age, City) ●Admin Features - Admin can input new questions each week for the users ●Notifications - Users receive weekly reminders to answer the questions - Notification when new statistics are posted Users are presented with 7 questions each week, each with multiple-choice answers ranging from 2 to 10 options, prepared by the admin Users have the entire week to respond to these questions All ...

I'm looking for a math expert to complete a challenging high-level math test for me. With 21 to 30 questions, this test covers a wide range of topics that include: - Algebra - Calculus - Probability and Statistics - Geometry - Combinatorics - Booleans - Simple harmonic motion Since this is a challenging level test, an ideal candidate should have extensive experience and a deep understanding of these subjects. Your approach to problem-solving, especially in high-pressure situations, will be crucial to this task. So, if you're a math wizard with an ability to crack the most demanding questions, I'd love to hear from you!

Phases 1. Development of Backtesting Platform 2. Strategy Development 3. API integration and sanity checks Milestones & Deliverables for Phase 1 1. Foundation & Data Handling: Set up the architecture and preprocess data, including cleaning and normalization. Deliverable: Preprocessing script 2. Strategy Formulation: Develop a basic strategy that initiates trades based on the direction of post-earnings announcement movements, utilizing stop loss and take profit for trade exits. Deliverable: A strategy module for immediate position initiation post-earnings based on set criteria. 3. Backtesting Core: Develop an engine for simulating strategies against historical data, scalable for future strategies. Deliverable: Backtesting function accepting strategy definitions and ...

I'm looking for a web developer experienced in creating websites for World of Warcraft servers. The website should have a variety of features and functionalities that will enhance the user experience and streamline server management. Key Features: - Armory Section: This should include detailed character profiles, gear and equipment details, PvP statistics, talents, and achievements. - User System: I need a system where users can buy and sell items and characters through fixed price listings. There's no need for an auction-style bidding system or direct messaging between buyers and sellers. - Server Status Section: This part of the website should provide information on the current online player count, server uptime/downtime history, and real-time serve...

...research group dedicated to transformation processes of renewable resources for energy generation. Company Activity: Research in renewable resource transformation with an energy focus. Target Audience: Market Segment: Other research groups, young researchers. Demographic Characteristics: Various ages, primarily oriented towards the scientific field. Motivating Factors: Interest in renewable energy, scientific collaboration. 2. Visual Identity: Values to Emphasize: Teamwork, scientific innovation. ***Elements to Include in Identity*** --- Elements related to the chemical industry and renewable energy. --- Visual representation of transformation processes. --- Subtle reference to Uruguay (can be through contours or related symbols). --- Incorporation of the phrase &...

...The purpose of this project is to find interesting correlations between various aspects of MMA, some of those aspects are; reach, height, fight stance, strike distribution, control time, etc. Then, after correlations are found, make hypotheses to improve a fighter's chance of winning.  Questions: 1 - What is the best fight stance when you have a reach advantage on your opponent? 2 - Can statistics be used to classify fighters into fight styles (Boxer, Muay Thai, Ju-Jitsu, Wrestler, dynamic)? 3 - What kind of correlation can we make by comparing fight style with height and weight, can it be used to optimize training? Tools Needed: PowerBi, R, ggplot Solution Summary: I think answering these 3 questions will be pret...

I am looking for a freelancer with expertise in PowerBi and Excel. The task will revolve around creating a one-time report/dashboard on PowerBi sourced from a single Excel spreadsheet. The ideal candidate should have: - Previous experience with PowerBi and Excel - Proven track record of data analysis - Attention to detail Please note that the Excel file won't be changing over time, so there is no requirement for the PowerBi report/dashboard to be updated. Content Description: I have statistics from every UFC fight and want basic visualizations made (I have a rubric)

I want assist witg solving problems regarding the following: probability -Statistics -Statistical quality control - Proficiency in probability theory - Experience in solving undergraduate level problems - Strong mathematical background The preferred mode of submission is a written report.

I'm seeking a seasoned app developer to design and construct a dashboard screen ...app developer to design and construct a dashboard screen for my pre-existing app. This screen should focus on a minimalist aesthetic, enabling a clear, clutter-free user interface. Key Tasks: - Develop a dashboard screen within an existing app. - Ensure it displays user statistics and notifications. Required Skills: - Background in app development, mainly in dashboard functionality. - Extensive understanding of minimalist design principles. - Proven experience in creating user-friendly interfaces for displaying statistics and notifications. Please showcase any similar past projects and also familiarize yourself with the existing app before making a bid. An eye for simplicity and...

...Therapy Business Application We are looking for an experienced app designer to create a sophisticated and engaging mobile application for our spa and massage therapy business, which operates across four distinct branches. This application must provide a seamless and intuitive user experience, catering specifically to our clientele who value ease and efficiency. Project Requirements: Branch-specific Design: Each of our four branches should have its own section within the app, complete with a unique logo and a tailored list of services. Service Listings: Detailed information on the variety of services offered at each location, including descriptions and pricing. Custom Pricing: The application should display different pricing structures for each branc...

I'm in need of a custom SCCM report that's focused on software inventory. Key Details: - The report should specifically list all the software installed on the devices. Only installed software, not the default software installed by the operating system. - I only need a list of the installed software, without any additional usage statistics or version/license information. - It's essential that the report is filtered by operating system (Windows, macOS), as I need to have insights specific to these platforms. This is a crucial piece for our system management. The ideal freelancer for this project should have: - Deep knowledge of SCCM and experience in creating custom reports. - Solid understanding of software inventory and how it can be effe...

I'm in need of a strategic Etsy marketing plan to increase my digital planner sales. This project will focus on maximizing exposure within Etsy's own organic traffic, with the goal to improve visibility and ultimately boost sales. Skills & Experience: - A deep understanding of Etsy's algorithm, SEO best practices and how to optimize listings - Proven track record of increasing sales on Etsy, ideally with digital products - Strong marketing skills experienced with targeting a broad audience; my target audience's specifics have not been determined yet - Ability to analyze statistics and modify tactics as required Your task is to put together a robust marketing plan, execute said plan, and monitor the results. Your goal is simple: increa...

Certainly! Here's a concise summary of the project description for creating a PowerPoint presentation: --- **Project Title:** the Malayalam Film Industry: A Producer's Guide **Project Description:** We are seeking a freelance PowerPoint specialist to create a comprehensive presentation outlining the steps for entering the Malayalam film industry as a new producer. The presentation will cover key aspects including market research, networking, script development, financing strategies, team building, legal compliance, production planning, marketing, distribution, and resilience. The goal is to provide aspiring producers with actionable insights and guidance for navigating the complexities of the industry. The presentation should be visually engaging, informative, an...

...on two data sets, aimed at identifying patterns and generating valuable insights. The focus of this analysis should be a comprehensive examination of various chemical elements. Here's what I'm looking for: - Uncover patterns: Use statistics to identify any evident or subtle patterns in our dataset. I'd be particularly interested in seeing how these patterns may highlight similarities or differences between the two data sets. - Generate insights: Beyond just identifying patterns, I'd like to understand what these patterns mean - their impact, their implications, and how we can use them to our advantage. - Element-focused: The data sets contain a variety of elements which should be the focal point of your analysis. Ideal skills and ...

...date. While the dataset doesn't explicitly include playing XI information, it is implicitly available. I have initiated some groundwork on the project, which I will share with you to provide a starting point. Additionally, I'll provide further details as needed throughout the project duration. Key Tasks: - Develop a model capable of predicting test cricket match outcomes. - The model should also forecast player performance and team form. - Analysis of team statistics to enhance prediction precision. Required Skills: - Experience in machine learning model development. - A background in analytics, preferably familiar with cricket. - Experience with handling sports-related datasets is preferred. - Strong skills in data preprocessing and feature engineering ...

Project Description: We are seeking innovative ideas to automate our drive-through branches, making them fully automated and efficient. The aim is to leverage AI technology to enhance the customer experience and streamline operations. Key Objectives: Develop an AI-driven system to manage orders and customer interactions. Implement automated payment processing and order fulfillment. Design a user-friendly interface for customers to place orders and customize their preferences. Ensure seamless integration with our existing systems and processes. Expected Impact: Enhanced customer experience through faster service and personalized interactions. Increased operational efficiency by reducing wait times and optimizing order processing. Potential for cost savings by minimizi...

I require a competent data analyst proficient in R programming and has a strong knack for descriptive statistics to scrutinize my experimental data. Your tasks will entail: - Harnessing my experimental data and performing a comprehensive descriptive statistical analysis. - Using R programming to ensure coherent, accurate, and efficient analysis. The ideal candidate should exhibit robust analytical skills, have substantial know-how in R programming, and a profound understanding of descriptive statistics. I have a two day deadline.

...administrator of a burgeoning daily fantasy golf platform, I require a skilled web developer to design and implement a user-friendly website. While I won't be directly offering the games, I do need to integrate various tools that will enhance the overall experience for the players. Key tools and features that I'm looking to include are: - **Player Stats and Rankings**: The website should seamlessly display these statistics to provide users with essential information. - **Lineup Optimizer**: A tool that can suggest optimal player lineups based on the available stats. - **Live Scoring and Updates**: Real-time monitoring of player scores and updates as the golf tournament progresses. The player stats and rankings should give particular focus on: - **Project...

I'm looking for an experienced data analyst who possesses expert skills in Excel and/or Google Sheets and a proficient understanding of Football, Basketball, and Baseball data. Ideally, someone who is skillful with analyzing and interpreting commercial level sports data into the form a betting model that understands, quantifies, and predicts based on specific metrics. The key characteristics of the models are: - Focus on the following sports: Football, Basketball, Baseball - Analyze the following data: Team performance, Player statistics and Game score projections to forecast point spread, totals, and moneyline bets. I have historical data ready to be applied to these models. This is a project where being communicative, organized, and knowledgeable in s...

As discussed, I will be attempting a few statistics questions for you on the 16th of April from 2-4pm EST.

In need of a statistics expert skilled in analyzing numerical data. The specific focus of this project is on descriptive statistics, particularly with measures of central tendency. Ideally, candidates should have a strong background in statistical modeling and the capacity to promptly provide detailed descriptive statistical analysis.

I'm looking for a skilled freelancer who can create an automated Excel spreadsheet calculation for me. I need this spreadsheet to perform calculations based on cumulative data, specifically organized by date. You will need to be adept at Excel and have experience in creating automated spreadsheets. Knowledge of data organization and basic statistics would be a plus. I'm looking for a quick turnaround on this project. Please watch my videos for more details on what exactly is required.

I'm working on an academic project that requires advanced statistical analysis. I need assistance w...statistical analysis. I need assistance with regression analysis and hypothesis testing. The statistical analysis is for an academic project, so I need someone who has a deep understanding of these methodologies. For the documentation, a comprehensive and professional LaTeX documentation is needed. It should include advanced formatting, custom LaTeX macros, and complex mathematical formulas. Ideal Skills: - Proficiency in regression analysis and hypothesis testing. - In-depth knowledge of LaTeX, particularly in advanced formatting. - Experience in academic projects is a plus. ***It consists of 6 advanced statistics questions and you are expected to writ...

...bot to run on the Cron of my hosting service's CPanel to post multiple ads in many WhatsApp groups of which I am a member, just as if I were doing it myself. It must meet the following requirements: Each ad will have the following information: - Ad text (it would be ideal to have several versions of the text and for the bot to rotate them so that the same text is not always displayed) - An image - Status: Enabled/Disabled - Initial date from which the ad will be displayed. - End date, after which the ad will no longer be displayed. - Daily schedule in which the ad should be displayed, for example: from 8:00 am to 11:59 am and 1:30 pm to 6:00 pm - How often the ad should be reposted, for example each: 40m, 2h, 1d - Group...

As your professional developer, I will focus on creating an MLM software that offers a spectrum of features that are beneficial for your business. The software clears your path of challenges and gets your sales and marketing efforts alive. Key Features: * User Registration and Login: It emphasizes creating a smooth and secure entrance for your users to the platform. * Network Monitoring and Analysis: I will incorporate effective solutions for observing your network's functionality and behavioural characteristics. * Commission and Payment Tracking: Ensures that your payment processes and commission calculations run seamlessly. Platform: I will design the software to be compatible with web-based platforms providing easy access at any time, every day. Reporting Features...

I'm in need of a well-organized and dynamic statistical study design, with particular focus on essay analysis. To be successful in this task, you should: - Have proven experience in academic writing, particularly in the field of statistics. - Have a keen understanding of statistical study design methodologies. This project may be perfect for those with strong backgrounds in statistical analysis and academic writing. Submit your application detailing your experience in this field.

More details: What type of users will be using this web-based application? home users What specific graphic objects are you referring to? Shapes, Icons How many variations of tables (rows and lines) are you expecting to have in the application? Less than 10 functuanality: a) personal data input b) selection of graphic objects (tables with symbols) and their variations c) selection of different objects witin the table d) all time log of selections e) export of data to pdf or jpg . Freelancer will be provided with an example of the table (pdf) which has to be coded .

...sent to the company email address. There will be two types of memberships: free and paid. Paid members will have the ability to hide their age, company information, and location. They will be able to swipe 50 times daily, see if someone is online, and view who liked them. Paid members will be given options such as "only visible within their own company," "only visible outside their own company," or "visible in all companies." Alternatively, they can choose to be visible outside their own company. For free members, age, company information, and location will be visible on their profile pages. Free members can swipe 10 times daily. By default, free members will see all companies and can be viewed by all companies. Both types of memberships w...

...experienced and skilled developers to collaborate on the creation of a comprehensive cricket application. The primary objective is to provide users with real-time updates, in-depth information, and an engaging experience for both international and national cricket matches. The reference app that closely aligns with our vision is "Cricket Exchange." Key Features: Live Scores and Commentary: Deliver real-time updates and ball-by-ball commentary for international and national cricket matches. Match Schedule and Fixtures: Provide users with an intuitive calendar view for upcoming international and national match schedules. Player Profiles: Include detailed profiles of international and national cricket players, showcasing their statistics and performance ...

I'm in need of a talented customer service representative to provide phone support, email support, and live chat support. Key Responsibilities: ● Handle a low volume (1-50 inquiries per day) effectively and professionally. Improving customer service experience, create engaged customers and facilitate organic growth ● Manage large amounts of incoming queries through multiple channels (voice, in-app, email) ● Taking ownership of customers issues and following problems through to resolution ● Keep accurate records and document customer service actions and discussions ● Analyze statistics and compile accurate reports ● Follow communication procedures, guidelines and policies ● Take the extra mile to engage customers Skills and Experience Required: ● Experi...

As a cricket enthusiast, I'm looking for a talented app developer to create a cricket scoring a...both Android and iOS platforms. The required features include: - Live scoring: Provide real-time updates on ongoing matches - Player statistics: Compile extensive data on cricket players' performance - Match schedule: Provide a complete schedule of upcoming matches The app will require a user registration and login interface. Your expertise should include proficiency in Android and iOS app development, and ideally, a familiarity with cricket. I'm looking for somebody who can deliver a professional and intuitive UX, while also ensuring the app's performance and reliability. Please ensure all your proposals include a delivery timeline estimate and a breakdow...

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I'm working as a middleman for a manufacturer that produces electric vehicles primarily for industrial or comme...products through both physical stores and online platforms. Key Responsibilities: - Develop strategies to penetrate existing markets and explore new ones - Implement and maintain online sales channels - Build relationships with potential buyers in the industrial and commercial sector - Monitor and analyze sales statistics to ensure targets are met Ideal Skills and Experience: - Proficiency in both online and physical retail sales - Excellent marketing and sales skills - A good understanding of the industrial and commercial sectors - Previous experience in selling electric vehicles or industrial products is a plus - Strong analytical skills to track and imp...

...- Make PDF from data base - Email service send - STORAGE of PDF: Apple (iOS): Secure Enclave API and Google (Android): Keystore System - PAYMENT : stripe - ESIGNATURE : service's API to initiate sending a one-time password (OTP) via SMS. DocuSign Design : Design already done on Figma English version : (Copy)?type=design&node-id=0%3A1&mode=design&t=fWuFnb5PnhqXNVYT-1 French version : The project includes : - finishing the design - provide design for admin panel with statistics and management of the main feature (cost of credits, contact us, general condition of use, access to data base and pdf issued...) - UI integrations