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    I'm seeking a skilled data scientist to create a Machine Learning Automated Valuation Model (AVM) to predict residential real-estate prices in Butte County, CA. The key features I expect in this model include: - Accurate prediction of residential real-estate prices - Analysis of historical data to inform future predictions - Provision of precise estimates for the identified properties - Use AI (GPT-Vision, Claude Opus, etc...) to analyze listing images and derive more feature data about the listing for the model The ideal candidate will have access to and expertise in utilizing the following data sources for training the model: - Public real estate data - MLS listings - Home sale records - Census data Development should primarily be done in R, and the open sou...

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    ...and well-documented code, I'd like to hear from you. Here are details- I have to create a simulation that will find the optimal solution to go around a circuit using the least amount of power in a given time, by calculating the forces acting on the vehicle at any point. The forces have been identified to be: Drag, Rolling resistance, Incline, Wind & Motor thrust. Rolling resistance, wind (set to 0 in data should be okay to plug values in later) and incline forces have been resolved in an excel file for every data point (every metre). Drag and motor thrust which depend on the current velocity of the vehicle (see matrix explanation below). The first lap is different to the remaining 9 laps, you can work around this however you like but, please ensure you use the correct...

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    I'm in need of an expert in developing Discord bots, particularly one with experience in horse racing prediction functionality. Key Requirements: - **Betting Functionality:** The bot must allow users to place bets on horse races. - **Real-Time Race Updates:** Users should receive live updates on horse racing events. - **Customizable Predictions:** I'd like the bot to provide predictions that can be customized in certain aspects. The bot will need to gather data from reputable horse racing sources such as Racing Post, Daily Racing Form, and Equibase. This is crucial in ensuring the accuracy and reliability of the predictions. **Programming Language:** Python is the preferred language for this project. Your experience with Discord bot development and utilizing horse racin...

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    I am seeking a Python Deep Learning developer to create a location recommendation system based on the datasets I possess. The main...Python code for a location recommendation system - Utilize the provided datasets to predict user's next location - Ensure the system is efficient and accurate in its recommendations Ideal Skills and Experience: - Strong proficiency in Python programming - Experience in developing recommendation systems - Understanding of working with timestamp data - Ability to analyze and leverage data for prediction - Familiarity with location-based services or recommendation algorithms would be a plus The successful completion of this project should result in a Python-based system that can predict a user's next location with precision, using the provided...

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    I have collected the dataset in CSV format and now require an expert to develop a multi-class logistic regression model for me. Key requirements: - The dataset is ready and available in CSV format which can be used fo...requirements: - The dataset is ready and available in CSV format which can be used for the model. - You should have expertise in developing logistic regression models for multi-class classification. - Proficiency with Python is a must as I prefer the model to be developed using this language. Technical Requirements: Proficiency in Python and familiarity with libraries such as NumPy, Pandas, Keras, and TensorFlow. Knowledge of statistical learning, logistic regression, and gradient ascent optimization. Ability to write clear and concise documentation and well-comme...

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    I need a Figma expert who can take my specific design idea and turn it into a comprehensive prototype for a community yellow pages app. This prototype will be key to visualizing and testing the app's functionality before the development stage. Key Project Requirements: - Proficiency in Figma: You should be skilled in utilizing Figma's features to create a professional and...purpose of each feature within the app. Below is a link for what I created so far in Figma. I would like to improve the design and add a few more pages to the prototype as well as make it more user friendly for testing. The app will be similar to below pages where the user can search for businesses in the community.

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    ...platform for seamless user experience. - Continuously monitor and improve the AI’s performance based on user feedback and advancements in AI technology. **Requirements:** - Proven experience in AI development, particularly in natural language processing (NLP) and machine learning. - Strong understanding of music theory and lyrical composition. - Proficiency in programming languages such as Python, TensorFlow, and PyTorch. - Experience with audio processing and analysis. - Ability to work independently and collaboratively in a remote team environment. - Strong problem-solving skills and attention to detail. **Preferred Qualifications:** - Previous experience in the music industry or with music-related AI projects. - Familiarity with current trends in music and popular lyri...

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    I'm in search of a skilled .Net mobile developer to finalize my .Net Maui mobile application. The key tasks include: - Implementing the logic, specifically around user interface interactions. - Although user authentication, data synchronization, and push notifications were not explicitly mentioned, familiarity with these aspects would be advantageous for...Net and Maui and can confidently complete the application. Ideal skills and experience: - Proficiency in .Net and Maui - Experience in mobile application development - Understanding of user interface interactions - Knowledge in user authentication, data synchronization, and push notifications will be an advantage. Figma UI: Swagger attached

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    ...solution as a Docker image I can run locally on lubuntu 22.04. I would do it myself, but I don’t have much experience with docker Requirements: 1 Install balabolka in wine - 2 Install cli balalbolka “bconsole” 3 Install raveena voice 4 Ensure you can create .wav file using raveena in Wine with example command: balcon -n raveena -t "The text will be read slowly." -s -5 -v 70 -w "d:Sound" 5 Run wine installation in docker 6 Ensure you can create .wav file using raveena

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    I need a developer to create a bot that provides real-time horse racing predictions to users on Discord. This bot will be integrated into my Discord server, and I intend for it to acquire race prediction data through an in-house data collection process. Key Objectives: - Develop a dedicated bot that acquires data from a proprietary data source - Provide real-time predictions for upcoming horse races - Implement a method to deliver these predictions through this bot on Discord Ideal Skills: - Proficiency in Discord bot development - Experience with data collection and analysis - Knowledge of horse racing and predictive modeling The freelancer should ensure that the bot is capable of handling real-time data updates, and that its predictions are consistently accurate. A clean, user-...

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    Beginner level freealancer to create an mcq list for moodle quiz website in Aiken formatting. Aiken format I am following is Frusemide tablets 40mg tablets are in stock. How many would you give for a dose of 120mg? A) 3 tabs B) 2 tabs C) 4 tabs D) 5 tabs ANSWER: A Sulphasalazine tablets 500mg are on hand. The dosage required is 2g. How many tablets are required? A) 3 tabs B) 2 tabs C) 4 tabs D) 5 tabs ANSWER: C So can you create options like a teacher, you don't need to know a lot about the topics. If you are wondering, It is nursing mcq (multiple choice questions). I have the questions and answers ready in a pdf. The first 428 questions are ready. Once the Question and Answer pdf is given, In the format mentioned above, just add another 3 options in Google s...

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    ...Color 4th column is for Price 5th colums is for Quantity in Stock We want to realize a simple php page with a form to send an email with the chosen products. We need that someone just fill the database wkth the data we have in excel file (about 350 lines) To access the page we need a login page. We need 2 levels: 1 level: administrator 2nd level: agents One administrator is sufficient More agentes are necessary. ADMINISTRATOR PAGE: The administrator can add, edit or remove an agent. Just Name, Surname, phone, email, username, password The administrator can see the list of products, delete one, add another line, edit one line. AGENT PAGE: If the agent logins he can see a list of all the products with quantity bigger than 2. On each raw we want to put a simp...

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    I need an AI website that shows daily stock picks, weekly stock picks and monthly stock picks but there must be limited number of picks and there must be a paid version that shows special picks. For example, AI picks 10 stocks daily but shows only 7 of them, does not show the best first 3 stocks to buy and users need to pay monthly fee to see first 3 stocks.

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    ...filter algorithm/ code in C for ARM processor for processing real time raw sensor to removal of noise & unwanted signal Algorithm / code for Digital Filter low bandwidth Real time Sensor Signals 1. Analogue Raw data acquisition in real time at 1000 samples per second in 24 bit precision 2. Raw data signal bandwidth /frequencies restricted to less then 1000 hz by hardware RC anti aliasing filter to avoid aliasing 3. Following Digital in sequence to be applied to raw signal . a. low pass filter 0-170 hzs ( to remove high frequency random / white noise b. High pass filter 1 hz to 400 hz (to remove low frequency dur DC signal coupling ) c. Very steep(narrow band) notch filter at 50 hz / 60 hz to remove power line interference a & b can be combined as band ...

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    ...media manager who can help me in creating and scheduling 200 posts for LinkedIn, Facebook, and Instagram. The posts will aim to target the Saudi market, focusing on Saudi public holidays, patriotism, and more. The requirements for this job are as follows: - Create 200 posts: The posts should be engaging, creative, and tailored for a Saudi audience. They should include high-quality, royalty-free stock photos and be bilingual in both English and Arabic. - Schedule posts: Utilizing Odoo Social Marketing, the successful candidate will be responsible for scheduling these posts for optimal times to reach the target audience. - Target Saudi Market: Understanding the Saudi culture and market is crucial. The posts should resonate with the local audience, focusing on themes such as patrio...

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    I'm in need of a talented salesperson to help me move my stock of e-bikes. The job will involve direct sales within our local area, including all 50 states. Your primary tasks will be: - Conducting local ebike store sales, so proven experience in this field is essential - Presenting the e-bikes in an engaging manner, leveraging your in-depth knowledge of the product - Using your excellent communication skills to build relationships and close sales The ideal candidate will: - Have significant door-to-door sales experience - Be passionate about and knowledgeable of e-bikes - Possess strong communication skills for a successful sales process Please get in touch if you think you have what it takes.

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    I will work on these FIGMA.

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    Plants/Gardener, Car, Bike, Gym, Petrol, Bank, Investment, Gold, Stock Market, Train/Metro, Bus, Transport, Mobile phone, Dining out, Food delivery, Gift

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    I need a video ad edited it’s only 00:50 in running time THIS IS THE VIDEO I NEED EDITED: YOU MAY USE CLIPS FROM HERE: THIS IS WHAT I NEED IT EDITED AS:

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    I'm seeking a skilled developer to integrate the stock of my WooCommerce website with a Warehouse Management System via API. Key Requirements: - Integration: Develop a seamless connection between my WooCommerce store and a Warehouse Management System. - Frequency: Implement stock level updates from the API to WooCommerce once a day. Ideal Skills & Experience: - Proficient in WooCommerce and WordPress API - Experience with integrating external systems, particularly Warehouse Management Systems - Strong understanding of real-time data updates - Ability to write efficient, secure and scalable code - Good communication skills to ensure successful integration and project completion I have a few files and documents from the warehouse which I can share with you. Many...

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    I am seeking a proficient dashboard developer to create a comprehensive and professional stock dashboard that will provide me with updated, real-time data and historical performance of approximately 50 stocks from both US and European markets. This dashboard will serve as my principal tool to track and manage my portfolio. Key Features: - Real-time stock data updates - Historical performance analysis for all stocks - Portfolio tracking for about 50 stocks Visual Design: - The design should be corporate and professional. I'm open to vibrant colors or minimalistic elements in order to easily visualice limit alerts. Ideal Skills: - Experience in both front-end and back-end development - Knowledge in financial markets, specifically NYSE, NASDAQ, and LSE. - Proficiency i...

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    Laravel Web Developer 6 days left
    VERIFIED

    ...is small between 450$ to 650$ so please quote your bid carefully, it will be release through monthly payout from Freelancer. Based on performance the monthly amount would certainly be increased. The prospective candidate should be able to commit 6 hours per day Monday to Friday. Meeting software could be any of the MS Teams, Zoom, Google Meet, etc. Working time zone preferred is Europe GMT + 0 Key Responsibilities: - Understanding of SECURE PHP code development with proper code comments, file names, package management, branching, deployment using GIT. - FULL knowledge about Latest Laravel framework, for example Composer Packages, Blade Templates, Laravel MIX, Laravel Middleware, etc. etc. - Integrate a payment gateway for secure transactions - Work on integrating JSON APIs, ...

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    Hi, we need help to convert this figma design into Wix Studio. Needs to be responsive. No SEO needed. Needs to be well structure that won't break when making edits of text & image. Needs to setup site theme and stick all elements using site theme's text style & color. No real functionality needed. Just convert the design into Wix Studio. Please provide links to your previous Wix Studio sites. No suggestions on 'use wordpress' nor 'use classic editor' is needed.

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    ...project involves creating illustrations for a children's book targeted at the age range of 0-4. Key Project Specifications: - Illustrative Style: The project requires a cartoon style of illustration. The chosen freelancer should have strong capabilities in producing cartoon-like visuals that are appealing to children. - Color Scheme: As for colors, I envision pastel colors to set the right mood and tone for the story. The illustrations should be gentle and soothing to the eyes, reflecting the typical sophistication of pastel colors. Ideal Skills: - Proven experience in cartoon-style illustration - Proficiency in using pastel colors - Prior experience in illustrating children's books, specifically for the 0-4 age group Your portfolio showing your past work...

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    I'm on the hunt for a highly skilled ...- Order Tracking: The system should provide up-to-date information on order status and delivery dates. - Supplier Management: The software should keep track of supplier-related data including payment information. For the inventory management component, the following capabilities are imperative: - Real-Time Tracking: The system should provide instantaneous updates for inventory data. - Low Stock Alerts: The ability for the system to alert when inventory runs low is crucial. - Sales Forecasting: Incorporation of a sales forecasting tool based on inventory output and sales history is an added advantage. Experience in supply chain management software development and understanding of inventory management principles will be invaluable fo...

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    I'm looking to create a stock market prediction tool that could help me identify profitable investment opportunities. The primary data source for this project would be historical stock prices. I'm looking for a freelancer who could implement this in Python. Requirements: - Develop an algorithm to predict profitable investments based on historical stock prices - Ensure the tool is easy to use, with clear and concise output - Implement a user-friendly interface and visualizations for the predictions - Provide documentation on how the tool works, and how it should be used Ideal Skills: - Strong background in stock market analysis and investment - Proficiency in Python, with experience in data analysis and prediction - Previous experience ...

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    Hi, I want a video editor who can edit according to my given instructions. PROCEDURE: I will send you trimmed video of raw footage. A document will be provided with all instructions what to add in stock footage, text animation, transitions etc. all the stock footages will all provided by me. I will provide this for both Instagram reel send YouTube video. I will also send you subtitles file for Instagram reel. You only have to follow the instructions and first send me the first draft of edited video. I will tell you the required changes in the video. After doing all the changes you have to send me the project file. The changes will be only 1 time not multiple times. REQUIREMENTS ADOBE PREMIERE PRO EXPERIENCE IN INSTAGRAM AND YOUTUBE VIDEO EDITING. TIMELY DELIV...

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    ...Lead Generation: A strong background in B2B lead generation is essential for this project. - Knowledge of the Consumer Goods Sector: A good understanding of the consumer goods industry will be a big advantage. - Attention to Detail: The leads you provide should be accurate and well-researched, with a specific focus on the right decision-makers. Target Market: Saudi Arabia Listed Companies in the stock markets (TASI & Nemu) +200 Employees Companies Criteria for the data: First/last name Job title Company name Website Email Company Address, State, City, & ZIP Company Phone Number Employee Size & Annual Revenue Industry This project will require a high level of accuracy and understanding of the target sector. Please only apply if you are confident in your lead genera...

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    ...precision is crucial for the success of the project. - The primary images that the AI model will analyze are photographs. The model should be specifically designed to handle and extract text information from photos. Ideal Skills and Experience: - Experience in training AI models, specifically in the area of image to text conversion. - Proficiency in deep learning frameworks and tools, such as TensorFlow, PyTorch, or similar. - Strong knowledge of natural language processing (NLP) techniques. - Proven track record of achieving high accuracy levels in AI model training. I'm looking for a professional who can help me with this project, providing training, testing, and optimization for the AI model to ensure it meets the required standards. If you have the right skill...

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    I am in need of a compelling pitch deck for my stock data-focused analytics company with the primary aim of impressing potential clients. This deck will be utilized mostly for acquiring new clients and should therefore be designed to concisely illustrate our company's strengths, services, and how we can help clients make better decisions using our comprehensive stock data analytics. Ideal candidates for this task should possess: - Proven experience in creating compelling pitch decks - Understanding of the stock market and related data analytics - Strong graphic design and storytelling skills to effectively relay information - Exceptional attention to detail

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    ...project. We will select companies that have a proven record of large scale projects, and walk them through the live site. DO NOT PLACE A BID UNTIL YOU HAVE COMPLETELY REVIEWED THE USER MANUAL AND THE NEXT ADDITIONAL PROJECT ADDITIONS DOCUMENT You can download the User Manual here: The NEXT PROJECT ADDITIONS is attached to this project Your bid is an APPROXIMATE bid. You will finalize your bid and timeline after you have been given an extensive tour of the current platform, and shown the feature additions and deletions. Milestones will be release upon agreed upon project requirements. The project must be build to ECMAScript 2023 and MySQL 8.4 All source code will be provided

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    Excel VBA Data Manipulation 6 days left
    VERIFIED

    ...as pdf photos, but the problem here is my pdf photo sometimes not shown correctly, and sometimes its shows correctly. here is my vba code: For i = 1 To 57 '54 ' = False sheetxx(i).Select (Now + TimeValue("0:00:05")) ' "({1068})", True 'DoEvents pdffilename = fname2 & "" & sheetxx(i).Name & ".pdf" jpegfilename = fname2 & "" & sheetxx(i).Name & ".jpg" Shell ("D:khalid savescreenshot " & jpegfilename) ' (Now + TimeValue("0:00:01")) Shell ("D:khalid " & jpegfilename & " " & pdffilename) ' = True sheetxx(i).Select sheetxx(i).ChartObjects(1).Activate For E...

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    ...Debt - Savings - Income - Expenses - Other category for miscellaneous expenses or income - I require a simple, user-friendly design that makes manual data entry easy and intuitive. Skills and Experience: - Proficiency in spreadsheet software such as Excel or Google Sheets is essential. - Experience in financial tracking and net worth management is highly beneficial. - Understanding of stock market, investment tracking, and basic accounting principles is a plus. Delivery: - I expect the freelancer to deliver a comprehensive, error-free spreadsheet that meets the specified requirements. - The spreadsheet should be easily updatable and not reliant on external sources for data input. - A brief tutorial or guide on how to use the spreadsheet would be appreciated. Fee...

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    I'm searching for a skilled individual who can help me scrape data from a website. The data I'm interested in is text content and tables, specifically contact information. Ideal Skills: - Proficiency in we...Familiarity with structured data formats The contact information on the website is in a structured format. Your ability to navigate this and provide me with a clean, organized dataset will be crucial. Looking forward to collaborating with a detail-oriented and reliable professional. Attached is a sample format. The site is: Final file must contain all records for all schools on all pages 1-1087 Freelancer must provide a sample file of 150 records to confirm the format and data accuracy before completing.

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    ...web browser app (mobile compatible) that does a simple questionnaire, based on 0. Home page where user is prompted to START. UI should be clean and feel open and creative. Shouldn't be much on the home page. Should be an area/page to show some instructions of the app. 1. Before the questionnaire there are some options to choose, e.g. language, version of Bible, sections of the Bible i.e. Pentateuch / History Books / Writings / Prophets / Old Testament / New Testament. The user doesn't have to choose these each time, just the first time, to be saved in browser. If they want to modify it in the subsequent questionnaires they take, they are able to do so as an option. 2. Then there is a simple 10 question questionnaire. All using API logic. For each question, a ...

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    I'm seeking a knowledgeable expert to create an algorithmic trading strategy for stocks. The algorithm should be designed and optimized specifically for day trading. Ideal skills and experience needed: - Extensive knowledge and experience in designing algorithmic trading strategies - In-depth understanding of the stock market dynamics - Prior work experience with moderate-risk trading strategies - Strong problem-solving skills and ability to think algorithmically - Proficiency in a programming language typically used for designing trading algorithms, such as Python, C#.

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    I have a mathematical problem related to a video game that I cannot solve. I'm offering 100 dollars to anyone who comes up with a solution, and makes a simple calculator with the solution. The problem is described in this spreadsheet. Please read it before contacting me. https://docs.google.com/spreadsheets/d/1b7J3gmEsKXdg5S7edLrwDv4Xyf8yO0hpFWip2y11bOg/edit#gid=0

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    Hi, I want a video editor who can edit according to my given instructions. PROCEDURE: I will send you trimmed video of raw footage. A document will be provided with all instructions what to add in stock footage, text animation, transitions etc. all the stock footages will all provided by me. I will provide this for both Instagram reel send YouTube video. I will also send you subtitles file for Instagram reel. You only have to follow the instructions and first send me the first draft of edited video. I will tell you the required changes in the video. After doing all the changes you have to send me the project file. The changes will be only 1 time not multiple times. REQUIREMENTS ADOBE PREMIERE PRO EXPERIENCE IN INSTAGRAM AND YOUTUBE VIDEO EDITING. TIMELY DELIV...

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    I'm working on a Python project that involves ML and NLP. The code currently has a number of errors that need to be rectified. Key Points: - The errors are a ...a number of errors that need to be rectified. Key Points: - The errors are a mix of syntax, runtime, and logic errors. This will require a comprehensive understanding of Python and how it works within the context of ML and NLP. - The code utilises TensorFlow and Keras for the ML components. Experience with these libraries are essential to identify and fix errors. - The input format for the code is text data, so experience in handling and processing this kind of data is necessary. If you're a Python expert with experience in ML, NLP, TensorFlow and Keras, and you're confident in your debugging abili...

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    I need a developer to swiftly convert Figma designs into Next Admin panel pages using Tailwind CSS and TypeScript. The urgency of this project cannot be understated. Therefore, I'm looking for someone who can start immediately and is comfortable working with these specific technologies. Key Requirements: - Proficiency in , Tailwind CSS, and TypeScript - Ex...Proficiency in , Tailwind CSS, and TypeScript - Experience with Figma to web development workflow - Ability to deliver results within a tight timeframe Please provide examples of similar projects you've worked on and a brief overview of your process when converting Figma designs. Here is my figma url: The budget is flexible.

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    ...products and customer data to enhance efficiency. - Scanning and printing receipts: I need the software to allow for scanning products and printing receipts with thermal printers. - User login for separate staff: It should also have a feature to allow separate logins for different users or staff members. - Inventory management: The software should include inventory management features for tracking stock levels and products. - Customer management: I need a system that can handle customer data and history, to help with marketing and future sales. - Tax calculation: The software should be able to automatically calculate taxes for each transaction. - Customizable: The software should be customizable to suit the specific needs of my retail store. - No monthly renewal payment: Ideally,...

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    ...Inventory API to my WooCommerce plugin. Key Requirements: - Integration of Inventory API: You will be responsible for linking the chosen Inventory API with my WooCommerce platform. This will involve ensuring compatibility and seamless data transfer. - Synchronization: The inventory information should be synchronized both automatically and manually based on my preferences. This includes real-time stock updates and other essential product information. - Usability: The integration should be user-friendly, allowing for easy manual synchronization through a button click. Ideal Skills and Experience: - Proficiency in WooCommerce: You should have a strong background in WooCommerce development, including experience with API integrations. - API Integration: Prior work integrating APIs, ...

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    ...finance-related course. The main objective is to utilize some AI tools for text-to-speech conversion, followed by the creation of videos based on the generated audio. Requirements: - In spanish language - Videos should be between 1 and 5 minutes in length. - The ideal visual style will be videos of stock footage with a voice-over. - The voice-over should be in a male voice. Key Responsibilities: - Utilize AI tools to convert the provided text into an engaging audio. - Create and edit videos using stock footage that aligns with the audio. - Incorporate the male voice-over for the video. Skills and Experience: - Proficiency in video editing software. - Experience with AI text-to-speech tools. - Strong portfolio of creating engaging and informative videos. - An understand...

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    I'm looking to develop an algo trading platform similar to , specifically tailored for the Indian and US stock market for options and futures with indicator based and price action analysis and strategies formation. T he platform should be equipped with the following features: - Real-time Market Data Analysis: The platform should be able to gather, process, and interpret real-time data from the Indian and US stock and Forex markets. - Trading Strategy Backtesting: Users should be able to test their trading strategies against historical data to assess their effectiveness. - Automated Trading Execution: The platform should allow users to automate the execution of their trading strategies, facilitating efficient and timely trading. The platform will primar...

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    I'm searching for a professional who can develop an accurate stock market prediction model aimed at short-term forecasts. Key Points: - **Prediction Focus:** This project primarily centers on crafting a model that excels at short-term stock market predictions. - **Data Source:** The model should primarily rely on historical stock prices for its predictions. - **Accuracy Standard:** The primary requirement for the model is to deliver a prediction accuracy level above 70%. Ideal Skillset: - **Data Science:** Proficiency in data science is essential, along with a comprehensive understanding of stock market dynamics. - **Machine Learning:** Strong experience in developing machine learning models, particularly in the area of financial fo...

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    I'm seeking an expert in web scraping to specifically help extract data (price, stock availability, description, review content,..) from e-commerce platforms. Your specific task will entail: - Identifying and implementing the most efficient and effective way to scrape data. - extracting all data related to a product (picture, price, description, reviews, rating,...). Your method should maintain adherence to all legal and ethical guidelines - I'll need details on this as your bid. This project will require: - Proficiency in web scraping tools and techniques. - Sound knowledge of data extraction and storing processes. - Ability to work with undisclosed e-commerce platforms. - Familiarity with review structures on e-commerce sites.

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    ...income with easily generated reports - Stock management (track coffee and material usage) using raw materials and compound materails Ex. I add 100 gram of espresso and 1 liter of milk to stock When i sell 4 Late (20 espresso 200 milk) I will have left 20 espresso and 200 milk in stock - in my busieness the payement is only after you check-out so everymember should have his own profile with his payments and reciepts - when you check in you have to tell the staff to check you-in so the system starts tracking your time in the space and counting how much you should pay - i want the system to have api which is connected to html login page to my local network - If user is trying to connect to my wifi and he is checked in in the system he will have access to 2 dev...

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