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...and my sample resume and you have to tailor it according to the role. It should be ATS-friendly and should have a score of a minimum of 85 % in resume worded. I have ready chatbot prompt to make your task easier so that each application resume will take less than 10 minutes. I just need the resume and its score's screenshot, I will add the job link in an Excel sheet so that it is organized properly. You will add resume's link in the same excel sheet, you could upload resume in folders on google drive. Is this task doable for you? Below is a sample job description -: "Position: Site Reliability/Observability Engineer (SREs). Location: Johnston, RI or Phoenix, AZ (4 - 5 days onsite). Duration: FTE Objectives of this role: Run the production environment ...

I am seeking a VBA developer to help with my Excel automation tasks and creating a set of macros. Key Requirements: Need to extract data from pdf in a way which I want - The primary task involves the automation of Excel processes. - The developer is expected to create macros that will streamline and simplify certain operations within the Excel sheets. - The primary automation requirement is extracting data from different types of PDF documents. Further Details: - The VBA developer should be able to extract data from text-based PDFs, scanned PDFs, and password-protected PDFs. - The extracted data needs to be accurately transferred to Excel. Ideal Skills: - Proficient in VBA and Excel; - Experience with data extraction from differe...

Programmare in python, le basi Python è un linguaggio di programmazione ad alto livello, versatile e facile da imparare. È ampiamente utilizzato per lo sviluppo di applicazioni web, scripting, analisi dati, intelligenza artificiale e molto altro ancora. In questo tutorial, esploreremo i fondamenti della programmazione in Python, impareremo le strutture di controllo, le funzioni, le classi e altro ancora. ``` Il testo tra virgolette é del codice ``` 1. Installazione di Python Prima di iniziare a programmare in Python, è necessario installare l'interprete Python sul proprio computer. È possibile scaricare l'ultima versione di Python dal sito web ufficiale () e seguire le istruzioni di installazione. 2. Ambiente di sviluppo integrato (IDE) An...

I'm in need of a freelancer who is proficient in Tally ERP9, particularly the Silver Edition and Excel. The task involves specifically handling bank transactions. Key Responsibilities: - Transcribing bank transactions into Tally ERP9 Silver Edition - Organizing and managing the data accurately in Excel - Ensuring all data is updated in a timely and accurate manner Ideal Freelancer: - Proficient in Tally ERP9 Silver Edition - Strong experience in data entry - Skilled in Excel, particularly in data organization - Detail-oriented and accurate in data management Communication: I prefer updates and feedback to be sent via email. Clear communication and prompt responses are highly valuable to me.

I Python code implemented based on a genetic algorithm paper. Even though it follows the guidelines set by this paper, is encountering logical/implementation errors, or possible mistaches between current implementation and actual requirements that are affecting the output. The ideal candidate should be well-versed in Python coding with a strong background in gentic programming/algortims (such as GAs with crossover, non crossover, etc), and problem solving based on research and analysis. The task will involve: - Conducting a detailed review of the code to identify potential issues/irregularities with the source material. - Focusing on logical or implemantion matters that may be affecting the output performance. - Providing solutions and implementing them to ensure the program func...

...fully-automated program for me that operates on a Windows platform. This program's primary purpose will be to log in to Facebook accounts provided by me and engage with a specific post's link also provided. The engagement should include likes, comments, and shares, and there should be an option to track and verify these actions. Skill and Experience Requirements: - Excellent knowledge of Python programming - Familiarity with social media API, especially Facebook's API - Experience in developing automated tools on a Windows platform - Knowledge of web scraping and automation - Great problem-solving and debugging skills I expect the resultant tool to be user-friendly, efficient, and free from bugs or errors. As this task involves potentially sensitive information (...

As a WordPress expert with a deep understanding in PHP and AI programming, I'm looking to give my website a much-needed overhaul. What's urgently needed are: - An enhanced user interface to improve the overall aesthetics and user experience. - Noticeable improvement in performance and speed for swift and smooth navigation. - Backend restructuring for efficient operations and seamless dashboard integration. The overall design style of preference is Classic. Moreover, the core of this project is the integration of advanced AI features. These features are specifically: - A recommendation engine to suggest relevant content - Customer behavior analysis to understand users better - Accurate predictive cooking times - A user feedback analysis mechanism to address custom...

I need a Python developer who can handle automation tasks related to ETL pipeline, data extraction from Snowflake, and a dbt environment. Key Requirements: - You should be proficient in Python programming. - Be familiar with the Window Task Scheduler. - Have experience with ETL pipeline development. - Know how to extract data from Snowflake and a dbt environment. The Purpose: - The ETL pipeline is crucial for handling data analysis, reporting, and data integration tasks. - The data size to be processed in the ETL pipeline is medium, up to 10 GB. Ideal Candidate: - You should have prior experience in handling similar tasks. - A strong understanding of data handling and automation through Python and ETL tools. - Proven expertise in data extraction from cloud-based warehouses, esp...

I am in need of an industrial automation professional with a specialised experience in PIC programming and equipment integration. The project involves working with hotpress. • Your task will be to program Peripheral Interface Controllers (PIC) and integrate this with our existing equipment. • Further, knowledge in temperature control and pressure monitoring systems for hotpress is essential, as you'll be required to implement these functionalities in our automation system. Ideal skills and experience for this role would be: • Extensive PIC programming experience. • Experience with hotpress equipment. • Sound understanding of temperature control and pressure monitoring in automation systems. Your ability to successfully implement these tasks ef...

I'm in need of a freelancer who is proficient in Tally ERP9, particularly the Silver Edition and Excel. The task involves specifically handling bank transactions. Key Responsibilities: - Transcribing bank transactions into Tally ERP9 Silver Edition - Organizing and managing the data accurately in Excel - Ensuring all data is updated in a timely and accurate manner Ideal Freelancer: - Proficient in Tally ERP9 Silver Edition - Strong experience in data entry - Skilled in Excel, particularly in data organization - Detail-oriented and accurate in data management Communication: I prefer updates and feedback to be sent via email. Clear communication and prompt responses are highly valuable to me.

I need some Android developers in java I need work from New freelancers I need work for long term but at low budget I need a serious and hard working persons

Presupuesto 9 dólares Realizar una hoja de calculo que me arroje el puntaje y la posicion de una oferta respecto a las otras deacuerdo a unas formulas que asignan puntaje deacuerdo al valor que oferten

More details: Is this project for business or personal use? For starting a new enterprise What information should successful freelancers include in their application? Detailed project proposals How soon do you need your project completed? ASAP

I'm in need of a comprehensive Excel workshop system that can handle all the necessary features, including open job cards, inventory templates, dashboards, bills, estimations, and work orders. Here's what I'm looking for: - **Open Job Cards:** The system should be equipped with a section for open job cards where I can easily manage and keep track of ongoing tasks. - **Inventory Management:** I prefer a manual entry for inventory items. The system should facilitate the creation and maintenance of inventory templates in an easy and efficient manner. - **Dashboards:** The dashboards should be highly customizable and provide me with a detailed overview of all the key metrics that I need to monitor regularly. The level of customization should be advanced, allowing me ...

As a small business owner, I'm in need of an application expert to develop a simple, yet effective loyalty program for iOS. Key Functionalities: - The core functionality of t...redeeming of rewards based on the accumulated points. Technical Integration: - This loyalty program should integrate with my existing business systems and databases for seamless user experience and functionality. Skills and Experience: - Ideal candidates should be proficient in iOS application development, with a proven track record in creating loyalty program applications. - Good understanding of programming for points based systems and redeemable rewards; - Experience with system and database integration is a must. I look forward to receiving fruitful bids from qualified freelancers up to this ch...

I need a capable hand to create an AI tool for an Android game that's similar to Subway Surfers. This tool should be built to perform at an intermediate level, hence, it shouldn't struggle with achieving basic tasks but doesn't have to excel at the hardest ones. The ideal freelancer for this job should have experience a deep understanding of artificial intelligence. Key Requirements: - AI Character Movement: The tool must automate the character's movements throughout the game. - Collecting Power-Ups: The AI tool should be clever enough to identify and collect power-ups. - Dodging Obstacles: It is essential that the tool ensures the character constantly avoids obstacles to prolong gameplay. Please note, it's crucial that the tool works seamlessly ...

...the president? While the prime minister is the head of the government. The president is the head of the state. The president supervises the overall functioning of all political institutions in the country so that they operate in harmony to achieve the objectives of the state Slide 3 - Qualifications He should be a citizen of India He should have completed 35 years of age He should be qualified for election as a member of Lok Sabha Slide 4 - Some presidents of India (Need to show in the circular mind chart in the slide) Dr Rajendra Prasad Pranab Mukherji APJ Abdul Kalam Smt. Pratibha Patil Dr. S. Radha Krishnan Droupadi Murmu Dr. Zakir Hussain Ramnath Kovind Slide 5 - How is the President Elected? The president isn't elected directly by the people. All the members ...

financial modeling of a project real estate with excel

Tenho em base de dados a localização de imóveis (POLYGON) - com vários pontos de coordenadas. Pretendo efetuar zonamentos e associar um valor para a localização destes imóveis que tenho em base de dados para posteriormente trabalhar números em folha de excel.

We need to create eye-catching animated (preferred) or static advertising banners for a price promotion for our "website without programming" service. The banners will be in all dimensions of 300x250, 728x90, 336x280, 300x600 and 1200x1200 pixels with the text in Slovak language "Nevieš programovať? Potrebuješ web? Vyskúšaj náš EXOWEB! Teraz s neskutočnou 50%tnou zľavou!" (English - "Don't you know how to program? Do you need a website? Try our EXOWEB! Now with an incredible 50% discount!"). It would be nice if our company mascot - Exoman or corpoorate logo, which is in company colors, is also on the banners. We will need the source files for the banners.

I require a skilled native Japanese transcriber to convert my audio recordings to text format. The nature of these audio files primarily involves conversations, and the sound quality is high with minimal background noise. To excel in this task, you should: - Have proficiency in Japanese language and transcription techniques. - Be capable of identifying different speakers during the conversations. - Ensure all transcriptions are returned with excellent grammar and spelling. Preferably, you'll have experience with transcription software and can provide evidence of your skills and experience in such projects. Your attention to detail and commitment to the agreed timelines will be paramount in this engagement.

Confectionner unemodélisation financière d'un projet immobilier sur excel

I'm looking for a Java developer who can help me implement some basic methods in a given UML structure. I have already created the structure - you'll just need to handle the implementation. Key Requirements: - You need to be proficient in Java. - The methods are ...implementation. Key Requirements: - You need to be proficient in Java. - The methods are of basic complexity, involving loops, conditionals, and similar concepts. Communication: I'd prefer to communicate with you through instant messaging platforms like Slack or Discord. email or messaging here works as well Ideal Skills: - Strong Java programming skills - Ability to interpret and implement from UML diagrams - Good understanding of basic programming concepts like loops and conditionals. Look...

We are a newly established IT consulting company based in the UAE, specializing in consulting, software development, and IT services. We are seeking a skilled and experienced freelancer who can assist us in generating leads and driving sales for our business. Responsibilities: Conduct market research to identify potential clients and industries that could benefit from our services. Develop and implement effective lead generation strategies tailored to our target market. Utilize various channels such as social media, email marketing, cold calling, and networking to reach potential clients. Qualify leads and nurture them through the sales funnel, from initial contact to closing deals. Collaborate with our team to develop compelling sales pitches and presentations. Track and analyze ...

I am seeking a Python developer with expertise in image processing and Pytorch to assist with AI image processing in Python code. Key Requirements: - Skilled in Python programming - Proficient in Pytorch - Experience with image processing using AI - Ability to work with and integrate AI image processing code The task involves handling image processing tasks using AI, most likely image classification, object detection and segmentation. The outcome of the task is to have a functioning AI image processing code. Please get in touch if you have the necessary expertise.

I am in need of a skilled professional to create an interactive virtual tour for a commercial property. Key Requirements: - The virtual tour should allow basic navigation through the spaces of the property. - Clickable hotspots with relevant information should be integrated into the tour. - The tour should be compatible wi...commercial properties. The ideal candidate should have a good understanding of user experience design and should be able to seamlessly integrate clickable hotspots within the virtual tour. Proficiency in 3D rendering and virtual tour software is a plus. Please refer these examples - Need some freelancer from india. Please share showreel links of these types of works.

I'm looking for a skilled German translator to translate a large volume of content from English to German. The content is related to accounting and POS software. The source material is in Excel format and contains over 10,000 words. Ideal Skills and Expertise: - Fluent in both English and German - Proven experience in translation, particularly related to technical or software content - Proficient in working with Excel files Please note that the translation must be accurate and precise to ensure that the technical terms are properly translated. Your familiarity with accounting and POS software terminology is highly desirable. The software is up to 90% translated, we need translator for correction and addition.

I'm in urgent need of an experienced Java developer for a single day job to enhance a couple of capabilities in a data management feature within an existing API. Responsibilities include: - Diagnosing the current API functionality - Refactoring a portion of the code - Developing and testing enhancements to increase its capabilities Skills and experience needed: - Proven experience as a full stack Java developer - Pattern recognition and problem-solving skills in Java/APIs - Adept at data management within APIs - Strong communication to provide updates on your progress The aim is not to only get the task completed but to improve performance and efficiency in the long run.

...following are the steps:- a) Excel file containing Product url list of about 300 products, all from the same website b) We should be able to run a macro etc, which we need to do multiple times daily c) When we run the script, it should check if for all those 300 products, there is a MSRP pricing appearing on the website d) The products have many variations, so it should check for all the varitions e) It should create each variation entry into a seperate column and highlight that product as a variation f) If any variation does not have MSRP price appear, then it should highlight that G) If the MSRP is appearing for variation, then it should fetch and enter that number. It is very easy and simple work. Bid only if you can do within next 24 hours. See the attached excel fil...

...Implement advanced algorithms and computer vision techniques to enable realistic virtual try-on experiences for different models with different outfits. - Optimize performance and usability through efficient coding practices and algorithmic improvements. - Conduct thorough testing and debugging to ensure the stability, reliability, and scalability of the software. Requirements: - Proficiency in programming languages such as Python, JavaScript, or C++. - Strong understanding of computer vision concepts and experience with relevant libraries/frameworks (e.g., OpenCV, TensorFlow, Stable Diffusion, etc.). - Familiarity with augmented reality (AR) and virtual reality (VR) technologies and platforms. - Experience with web development (HTML, CSS, JavaScript) and mobile app development ...

I am looking for a skilled Python developer who specializes in VoIP and PJSIP development. The successful candidate would ideally have experience creating SIP trunking solutions focused on handling incoming and outgoing calls with a Python bot. Key Features: - Set up SIP trunking for call reco...calls between multiple company sites. - Configure the Python bot to manage incoming and outgoing calls. Bot Functionality: - Answer and route incoming calls to appropriate destinations. - Initiate outgoing calls based on specific triggers or events. - Handle real-time call transfers and call forwarding. Skills Required: - Proficient in VoIP and PJSIP development using Asterisk. - Strong Python programming skills. - Experience with SIP trunking and DID. - Familiarity with analog to VoIP co...

I'm looking for a skilled C++ developer to create a Linux PDF viewer class. Here's what I'm looking for: I have a C++ stand-alone App made with Juce Framework: I need a class easy to import in my project: This class must be able to open a PDF document and show it with basic functionalities, pa...create a Linux PDF viewer class. Here's what I'm looking for: I have a C++ stand-alone App made with Juce Framework: I need a class easy to import in my project: This class must be able to open a PDF document and show it with basic functionalities, page up/down, fit to screen and so on budget for this project is 250 USD Check the C++ project attached Skills Required: C Programming Linux Software Architecture C++ Programming If you have experience in any ...

I am seeking a skilled Freelancer to develop a comprehensive sales dashboard on Excel. The purpose of this project is to streamline our sales data for easy comparison and analysis on a daily, monthly, and quarterly basis. Key Features Required: - The ability to compare daily sales with last day's and last year's sales. - Monitor monthly actual vs budget vs last year. - Track quarterly sales performance. - Special attention should be given to the revenue growth metric. Ideal Experience and Skills: - Excel mastery - Proven experience in creating interactive dashboards - Knowledge in sales data analysis - Ability to create a user-friendly interface where data can be manually input efficiently and effectively Your role will heavily involve the organization ...

I'm in need of a skilled professional to help me create a vehicle control...user experience. Key Responsibilities: - Develop a vehicle control unit with 15 channels for managing various functions within a vehicle. - Ensure the system is user-friendly and easy to understand for the end-user. - Integrate the unit into existing or new vehicle systems as necessary. Ideal Skills and Experience: - Prior experience with vehicle control unit development. - Proficiency in programming languages such as C++ or Python. - Knowledge of vehicle systems and functionalities. - Ability to meet deadlines and work efficiently. The project needs to be completed within a month, so I'm looking for someone who can commit to this timeline. Your expertise and dedication to this project will be ...

I'm in search of a professional freelancer who can assist me with my project. The primary goal of this project is to generate leads for my business. The ideal freelancer will have: - Proven experience with generating leads - A vast and varied portfolio of past projects - Strong communication skills When applying, please ensure to include your past work. I'll be searching for a freelancer who can not only meet but exceed my expectations.

I'm in need of a skilled branding professional ...versions can be used. - Typography Guidelines: Detailed information about the fonts and typography style that should be used in all our communications. - Merch Guides: Design suggestions and guidelines for any promotional or merchandise items that we may produce. - Store Design: Guidance on the color scheme, logo placement, and overall aesthetic that should be maintained in our physical store. To excel in this project, you should have a proven track record of creating brand guidelines. Proficiency in graphic design, branding, and an understanding of the pet grooming industry would be advantageous. Your work should be detailed, professional, and easy to understand. A great attention to detail and a strong sense of creativity are...

This is a task. Analytical details will be given in docx in chat. We need a freelancer with proven experience and good expertise in systems programming using C or C++, proficiency in UNIX/Linux system APIs for process and IPC management, and experience in concurrency control and robust testing. Familiarity with shell scripting and version control using Git is also essential. 1. Implement jobCommander and jobExecutorServer for user command interface and job management. 2. Allow dynamic setting of concurrency levels for job execution. 3. Use named pipes for communication between jobCommander and jobExecutorServer. 4. Manage jobs with commands like issueJob, setConcurrency, stop, poll, exit, including unique job IDs. 5. Handle job completion signals with `SIGCHLD`. 6. Provide ...

...professional who can set up an Azure data storage account to store Excel data, particularly with the following key features in mind: - **Data Type and Source**: The data I'm working with is primarily Excel based, so having experience with managing structured data storage in Azure is a must. - **Frequency of Updates**: The data will be updated on a weekly basis, so the storage solution needs to seamlessly accommodate this. - **Purpose of Storage**: The primary purpose of storing this data in Azure is for data analysis. While not the only use, ensuring that the storage solution allows for easy and efficient data analysis is crucial. The ideal candidate should have prior experience with Azure data storage, particularly in managing Excel data, and should be a...

As an entrepreneur managing an export business in India, I'm seeking a skilled and experienced website developer to create a high-quality site that will be the foundation of my business operations. Key Features: - Product Catalog: The website should have a user-friendly product catalog showcasing our range of export goods. This is vital to enable our B2B clients to browse and select products efficiently. - Shopping Cart: A shopping cart feature is essential to facilitate seamless transactions for our clients. It should allow for easy addition, removal, and payment processing. - Live Chat Support: The website should include a live chat support system to provide real-time assistance to our customers. This feature will be crucial for addressing any queries or concerns promptly an...

1. Design and develop Google toolkits by ourselves 2. Subject matter is not limited 3. The total number of pages is not more than 10, the size is not more than 18M 4. Programming language is not limited, kotlin is the best 5. Also Acquisition of Google Developer Account and Google Toolkit

I am looking for an experienced graphic designer to help me create a brand identity for my business. My name is Vijay, a UI/UX Designer from Theni District, Tamilnadu, India, requiring help specifically with the following aspects: - Logo Design - Brand Guidelines - Business Collateral Design My preferred skills and experience for this task include: - Expertise in Photoshop, Illustrator, Figma, and Canva - Minimum of 2 years experience in graphic design - A strong understanding of HTML, CSS, Bootstrap, JavaScript, and PHP [Removed by Freelancer.com]. I am looking forward to working with someone who can help elevate the visual image of my brand.

...forms, consolidating that information into an Excel sheet. There would be a subsequent function for field extraction to compile a final report. - Desired Skills and Experience: • Proficiency in OCR technology for handwriting detection • Experience in custom software development • Excel programming expertise for auto-consolidation of data • Knowledge of report generation mechanisms within software Successful execution of this task would drastically streamline data processing in my start-up. To increase accuracy, the OCR program needs to be trainable, in order to recognize unique handwriting styles of different individuals. To provide you a sense of the variety, samples of these handwriting styles will be made available. I am seeking a fr...

...automation, proxy management, and creating user-friendly interfaces. Application Process: If you're confident in your ability to meet our needs and are looking for a challenging project that pushes the boundaries of traditional development, reach out to us. Ensure your application reflects your best qualities and aligns with the skills we need. Key Skills and Qualifications: 1. Programming Languages: - Proficiency in C# or .NET Framework: Since the tool is intended to be Windows-based, these are essential for building robust, scalable applications on Windows. - Familiarity with JavaScript and web automation libraries (like Selenium or Puppeteer) for simulating user interactions with web browsers. 2. Web Automation and Scraping: - Experience in ...

I have a simple flowchart in Excel that I need converted to DrawIO format. The purpose of this flowchart is for internal ISO 9001 documentation , so it needs to be clear, easy to understand, and look somewhat formal, so Font style and Color scheme should be appropriately chosen. I'm looking for a freelancer with experience in graphic design, particularly flowchart creation and DrawIO, who can give this flowchart a clean, professional look. The excell file will be provided to you, so you can copy/paste the text. I do not expect you to change the content. There might be additional flowcharts in the future, so potentially repeat business. When bidding, let me know whether or not you have experience with ISO documentation drafting, which might be a plus.

In need of an experienced inDesign freelancer to assist with a paperback format of a book. I have a simple docx file approx 200 Pages. Need this within 24 hours. Please don't bid if you are not agree with this requirement.

I'm seeking an intermediate level Research Assistant, highly proficient in Python to ...term of accuracy, precision, F1-score, RMSE, ME, MAE, RMSE, MAPE etc then already applied models * Step 3: Documentation of the work, along with a discussion to validate the model's usage and justify it as a Scientific research. Ideal Skills & Experience: * Proficient in Python programming language * Prior experience in Machine Learning and Deep Learning algorithms * Anyone with Past Experience as a research assistant will be highly appreciated Please only apply if you hold proficiency in Python programming ,Have past experience in research related tasks and have intermediate experience in Algorithms. Familiarity with ML and DL techniques and an ability to effectively vi...

I'm requiring assistance with a meticulous task of transferring text data from a website. The data on the site is neatly arra...requiring assistance with a meticulous task of transferring text data from a website. The data on the site is neatly arrayed in table format, and I need someone to manually sift through and copy the specific fields of 'Name', 'Date', and 'Description' into an Excel file. Ideal candidate would have: - Excellent attention to detail - Proven experience with manual data entry - Proficient in Excel - Understanding of structured web content This task requires patience, a keen eye for detail, and expertise in transforming web data into organized Excel entries. Interested freelancers need to commit to high level...

I'm seeking an experienced freelancer to lead a data collection project targeting mobile contact numbers from India exclusively. Key tasks: - Collect a substantial database of mobile contact numbers within India for market research purposes. - Guarantee the accuracy and legitimacy of all collected data. - Strictly adhere to data privacy and protection standards. Ideal Candidates: - Prior experience in data collection specifically with mobile numbers. - Proficiency in data mining and scraping. - Detailed knowledge of data privacy laws in India. - Market research background would be a plus. Your understanding of these requirements and your capabilities in fulfilling them will be critically evaluated. Apply if you believe you're a perfect fit!

I'm in need of a professional data extractor who'll meticulously pull out the specified financial information of general insurance companies in India from their public financial reports. The extracted data should cover: - Profit and loss statements - Balance sheets - Cash flow statements - Specific Insurance-related data In terms of insurance-specific details, it's important to focus on: - Premium revenue - Claims expenses - Underwriting profit/loss The data should be compiled from multiple years and not just the current or previous year. Ideal candidates must be proficient in financial analysis, data extraction, and have an understanding of insurance company financials. An understanding of Indian general insurance companies would be a bonus.

...all features for a specific stock for the current day for training input - Support for customizable trading logic triggering based on market snapshot features every N seconds. - Monitoring progress status (per day, and days) - support backtesting using mongodb data or kafka - better to be linux workable after simple switch since no real system dependencies **Key Requirements:** - Strong C++ Programming Skills - Experience in real-time data processing and parallel processing. - Ability to optimize for handling large datasets effectively. The ideal candidate should have a profound understanding of stock market data, idea about technical indicators, and the ability to create a high-performance backend service. The project will involve implementing a robust and efficient system for...