Data quality checking excel jobs
...of my project, I need an expert in Excel to type data from various digital files into a spreadsheet, ensuring accuracy and efficiency. This data will be utilized for basic data analysis purposes, so it's important that the freelancer is comfortable with working on this type of data. Key Requirements: - Converting data from various digital files (PDF, Word, etc.) into an Excel sheet. - Proficient in using basic Excel formulas and functions to manipulate data for analysis. - Attention to detail and accuracy are critical for this task. Ideal Skills and Experience: - Proficiency in Excel - should be able to work with basic formulas and functions. - Prior experience in data entry or data analysis is a ...
Pl...your quote will be considered for 1000 products images. All the images is for grocery shop 1) All products should be cropped individually from the brochure or image or website link, The same shall be shared to you as per the required data. Any visible imperfections need to be painstakingly cleared off. Each picture will have to be improved in terms of lighting and contrast to make it more visually appealing. 2) the Size of the image should be 900 X 700 (Sample attached for your reference) 3) No Duplicates images should be created even if the brochure /excel or images (provided twice by us)has got duplicates 4) If the images are not clear as per the 900 X 700... YOU shall consider the image from the website. we will share you the link for your understanding if you requir...
...efficiently track and manage our expenses. Key Data Sources: - Your primary task will be integrating data from Excel spreadsheets and purchasing data from our suppliers. This will provide a comprehensive view of our spending patterns. Key Metrics: - The dashboard should enable real-time tracking of our total spend by category. This will allow our procurement managers to identify areas where costs are higher than expected, enabling them to take immediate action. Primary Users: - The dashboard will be primarily used by our procurement managers. It should be user-friendly and intuitive, allowing for quick and easy analysis of the data. Ideal Skills and Experience: - Strong experience in data analysis and visualization - Proficiency in integrati...
...of my project, I need an expert in Excel to type data from various digital files into a spreadsheet, ensuring accuracy and efficiency. This data will be utilized for basic data analysis purposes, so it's important that the freelancer is comfortable with working on this type of data. Key Requirements: - Converting data from various digital files (PDF, Word, etc.) into an Excel sheet. - Proficient in using basic Excel formulas and functions to manipulate data for analysis. - Attention to detail and accuracy are critical for this task. Ideal Skills and Experience: - Proficiency in Excel - should be able to work with basic formulas and functions. - Prior experience in data entry or data analysis is a ...
Productcatalog for technical parts and for automobile car/truck parts (lighting) Do you have experience in technical parts product catalogs? Than let us know and send us via message a reference catalog from you and the price for the layout, optional add the price for automatic eding via a productlist from excel with photos to create the catalog. Send us a message with a reference catalog, maybe german language catalog or for europe with technical parts products.
Here's what I need in a potential candidate for the job: - Experience in data entry involving Text, Numbers, and Images. Adeptness in managing a wide array of data types is crucial for this project. - Proficiency in Excel. This project requires all data to be entered into a specific Excel template that I will provide. - Detail-oriented skills and accuracy are essential. The data entered should be free of errors and align with the format that I will provide. Please ensure your bid reflects your experience and capabilities in these areas. Looking forward to a fruitful collaboration!
I have an Excel sheet full of text data that I need typed up. The data is currently in a PDF file, so you'll have to extract it from there. Once the data is in the Excel sheet, it needs to be organized into tables. Key Requirements: - Data entry of text from a PDF into Excel - Organizing text data into tables in Excel Ideal Skills: - Proficiency in Excel - Fast and accurate typing - Attention to detail - Experience with data formatting in Excel Looking for someone who can complete this task in a timely and error-free manner.
I'm seeking a professional with extensive experience in data entry for my project. While the specific data type to be entered has not been specified, it doesn't nullify the need for impeccable accuracy and attention to detail in this project. Requirements: - Demonstrable track record in Excel data entry, backed by past work. - Dedication to maintaining high data entry accuracy, regardless of the data type. - Capability to deliver the completed work in .xlsx format. Experience in Excel functions and formulas and commitment to meeting the set deadline will give you an edge in this project. Your application should include relevant past work you've done related to Excel data entry.
Do you want to convert any PDF, JPG, PNG, or image files Are you looking for any kind of document conversion or need editing in your documents, You are on the right gig. MY SERVICES: ✅ Data Entry ✅ Web research ✅ Data Conversion ✅ Copy Paste Work ✅ Excel Data Entry ✅ JPEG to Excel or Word ✅ PDF to Excel or Word ✅ Real Estate Data Entry ✅ Language Translator ✅ Microsoft Excel ✅ Microsoft Word ✅ Lead Generation If you still have any questions or want to discuss prices for a custom project, don't hesitate to contact me. WHY ORDER FROM ME?? Fast Delivery, Never Late ✔ Message me if you're unsure or have project-specific questions Thank you
I'm seeking an Excel expert to help me with data analysis, formulas, and pivot tables. I work with Excel 2019. Key Responsibilities: - I want to see the mode of payment according to date wise in report sheet according to datewise Ideal skills and experience: - Proficient in Excel 2019. - Expertise in data analysis, formulas, and pivot tables. - Experience in creating automated reports or dashboards (desirable but not mandatory). - Excellent communication and problem-solving skills.
...Seller Data: The main purpose of this project is to gather information about the sellers on the Miravia platform (). This includes the shop_id shop_name Ivl1_cate_name product_number avg_price shipping_duration company_location phone_number email_address vat_number company_name shop_rating shipping_on_time % followers comments etc. I require 10,000 entries of data I require the data to be well-structured and organized into a CSV or Excel file for further analysis. Skills and Experience: - Proficiency in Web Scraping: The ideal candidate should have extensive experience in web scraping and data extraction. - Attention to Detail: Since the project involves gathering a wide range of data points, having a keen eye for detail is crucial to ensur...
...for an expert to assist in creating a dynamic Power Bi dashboard. This job should revolve around integrating data from Excel spreadsheets and designing a variety of data visualizations. Key Responsibilities: * Guide me in creating the dashboard on my company account. * Connect the Power Bi dashboard to Excel spreadsheets as the primary data source * Develop compelling data visualizations using pie charts, line graphs, and bar charts * Configure the dashboard to refresh data on a weekly basis Ideal Candidate: * Strong experience with Power Bi and data analysis * Proficient in handling Excel data * Expertise in creating different types of charts * Ability to work with time-based data refreshing schedules ...
I am looking for a talented graphic designer to upgrade the quality of three JPEG logos. The finished products should be vectorized versions that accurately and professionally replicate the original style. Also, they need to be presented in a PSD format that clearly separates the layers and fonts. This project also involves preserving the original fonts of the logos while transposing them into the vectorized versions. Therefore, attention to detail and proficiency in Adobe Photoshop or similar programs is crucial. Selected bidder needs to propose the arabic text logo first Logo01-e
Напишите код на Python, который будет использовать мои модели Azure Doc Intelligence для обработки загруженного PDF, затем использовать извлеченные данные и создать таблицу в Excel с ними
I am in need of a proficient data entry expert to help input numbers from online sources into an Excel sheet. These numbers should be entered as plain numerical values. Key Requirements: - Competence in Excel and data entry - Attention to detail - Ability to extract numeric data from online sources. Based on the nature of this project, having a background in data mining could be a bonus, but is not mandatory. The successful freelancer should have a keen eye for detail and be able to accurately enter numbers without errors. Accuracy and speed are both key in order to complete this project successfully.
I'm in need of a freelancer who has expertise in Excel for a massive data entry project. The sheets are more complex than usual, carrying over 500 rows and columns. Key tasks within the project include: - Data typing that entails input of text, numbers, and dates - Use of a structured data format for effective input The ideal candidate should possess a keen eye for detail to maintain data accuracy, strong familiarity with Excel, and speed typing skills. Prior experience in large Excel data input is also desirable.
I need a proficient Excel professional to efficiently manage data entry and cleaning tasks. The responsibilities of the chosen freelancer will include: - Entry of both numerical and textual data into Excel from various sources. - Pre-entry cleaning and categorization of the provided data, ensuring it's thoroughly structured and void of errors for optimum usage. Ideal Skills and Experience: - Proven experience in Excel data entry and data cleaning. - Highly detailed oriented and organized. - Excellent communication skills to report progress and any issues encountered. - Ability to work within strict deadlines. This role requires a keen eye for detail, a high level of organization, and the ability to handle numerical and textu...
I need an experienced graphic designer who can help me enhance the design of basic ID cards for my organization's 44 employees. Key Requirements: - I will provide an Excel file with detailed employee information. This should be included in the design. - Each ID card should include the employee's Name, Employee ID Number, Date of Birth, Emergency Contact Number, and the Company Address. - The design should be professional and visually appealing. I'm looking for someone who can take on this task urgently and provide high-quality work within a short timeframe. Your past experience in designing functional and aesthetically pleasing ID cards will be a huge advantage.
I have a large Excel sheet that needs to be typed in, and then analyzed for trends using a variety of statistical analysis techniques. Key Requirements: - Data Entry: The project involves a substantial amount of data that needs to be accurately typed into Excel. This part of the project requires a detail-oriented and precise freelancer. - Trend Analysis: Once the data entry is complete, I need you to analyze the data for trends. This requires a good level of understanding and experience in trend analysis. - Statistical Analysis: The project also involves performing a range of statistical analysis on the data, including: * Descriptive Statistics: This will involve summarizing the main aspects of the data set, such as mean, median...
I am looking for an experienced editor who can correct grammatical errors and punctuation, rewrite sentences or paragraphs for clarity, while ensuring that the content remains professional. The form is between 500-1000 words long, and the editor is required to fact-...completely rewriting the content. Key Responsibilities: - Correct grammatical errors and punctuation - Rewriting sentences or paragraphs for clarity - Ensuring the professional tone is maintained - Fact-check and verify information Ideal Skills and Experience: - Proven experience in editing - Strong grasp of grammar and punctuation - Ability to maintain a professional tone - Experience in fact-checking and verifying information - Attention to detail and ability to work situation based without wiping out the entir...
I need an assistant to help me with checking for formatting errors in my text files. I tend to be meticulous about how my text appears and am looking for someone who can match my attention to detail. Here's how the workflow will go: - I'll provide you with a link to upload the text files that need checking. - You'll carefully go through each document, specifically focusing on finding and correcting any formatting errors, ensuring that they are consistent and adhere to my standards. Once you've completed the review, I would like you to: - Compile a separate report of the errors you have found. This will help me quickly implement corrections. Ideal Skills: - Excellent attention to detail - Proficiency in understanding and correcting formatting errors - Go...
I need a detail-oriented professional to help with my bookkeeping and prepare financial statements using Excel. Key Responsibilities: - Regularly update my Excel spreadsheets with day-to-day transactions - Prepare monthly financial statements for my business Ideal Skills & Experience: - Strong Excel skills, including advanced functions and formulas - Experience in bookkeeping and financial statement preparation - Attention to detail and a good understanding of accounting principles Please note: - The role is likely to require around 10 hours of work per month - I may consider transitioning to a more robust accounting software in the future, so experience with QuickBooks or Xero would be a plus.
I'm looking for a skilled analyst to examine and arrange a substantial set of numerical data using Excel. The primary purpose of this project is to facilitate thorough data analysis. However, the data's arrangement or layout has yet to be defined, and I'm open to suggestions from the freelancer on how best to structure the data for optimal analysis. Ideal Skillset: - Strong background in data analysis and numerical data - Proficient in Excel, including its advanced functions - Ability to suggest and implement data arrangement strategies in Excel This project will require strict attention to detail and excellent organizational skills. So, if this project is up your alley, don't hesitate to bid.
See...programmer adept in WordPress for custom coding work and form layout adjustments. Requires proficiency in backend management, specifically relating to data capture, viewing, and exporting in Excel format. A highlight of the project entails the customization of our existing WordPress theme and the integration of new, unspecified features. Lack of detailed request emphasizes the need for a freelancer capable of intuitive problem solving. Primary tasks include: - WordPress custom coding - PDF form adjustments - Data capture and export to Excel Ideal candidate should have knowledge and experience in custom coding, WordPress navigation, and form data handling. Exceptional problem-solving skills are highly appreciated. Undefined project elements call fo...
I'm urgently requiring a resourceful developer to create a tailor-made HR dashboard for our company. The developer should ideally have extensive experience in HR dashboard creati...prominently feature recruitment metrics and performance evaluations. Recruitment Metrics Include: - Time-to-hire - Cost-per-hire Performance Evaluations Indicators: - Retention rate The dashboard should present these metrics in a clear, accessible format, preferably utilizing visually-pleasing graphs and charts. To excel at this project, the developer should have significant experience working on similar projects, a keen eye for design, and a knack for turning complex data into easy-to-understand visuals. A truly comprehensive understanding of HR metrics and how to effectively display them...
I have an Excel sheet full of text data that I need typed up. The data is currently in a PDF file, so you'll have to extract it from there. Once the data is in the Excel sheet, it needs to be organized into tables. Key Requirements: - Data entry of text from a PDF into Excel - Organizing text data into tables in Excel Ideal Skills: - Proficiency in Excel - Fast and accurate typing - Attention to detail - Experience with data formatting in Excel Looking for someone who can complete this task in a timely and error-free manner.
I'm looking for a freelancer with expertise in data entry to assist with tasks in Excel. Tasks: - You'll be working to enter data into an Excel sheet. Nature of Data: - The data to be entered will be a mixture of numerical and textual. Size of Project: - You'll be handling an Excel sheet containing between 100-500 rows and columns. Required Skills: - Proficient in Microsoft Excel - Fast typing skills with a strong attention to detail. - Strong numerical and textual data entry skills.
Hi Ashish, this is for the tasks I emailed about.
I'm looking for a detail-oriented freelancer to help me with an Excel data entry project. The task primarily involves typing text from scanned documents into my Excel sheet. **Key Requirements:** - Accurate typing of text from scanned documents into Excel - Organizing the data into tables and lists **Skills Needed:** - Proficient in Microsoft Excel - Attention to detail to ensure accuracy - Experience in data entry, ideally with scanned documents - Ability to organize data into tables and lists The ideal candidate should be comfortable working with scanned documents, have a knack for accuracy and attention to detail in typing, and be able to organize the data effectively into tables and lists in Excel.
I'm in need of an expert who ...develop a risk assessment model for Cmbs SASB. The main goal of this project is to identify and analyze risks associated with my investments. Key Project Details: - The primary focus will be creating a risk model for Cmbs SASB. - I will provide third-party analytics data which you will need to integrate into the model. - The development and implementation of this model will be done using Excel. Ideal Candidate: - Prior experience in financial risk assessment, ideally involving Cmbs SASB. - Proficiency in Excel is a must, as this will be the main tool for developing the model. Please provide any relevant past work or experience that you think aligns well with this project. We can discuss further details and expectatio...
php 8.3 downloaded from . I require an expert in PHP installation and testing on my Windows 10 LAPTOP. I do not need Xampp or Wamp.
Mail server is getting attacked, I need to create a windows service constantly checking a .txt log file for preset keywords like "Failed SMTP login" or "Relay attempt" to auto block IP's. This service should auto add/delete a new entry to a existing "inbound windows firewall rule" with the hacker's IP for a specific period of time. A good example or a similar concept could be found here: Some of the settings that I need to control: – Duration to ban ip address (min) – Number of failed login attempts before ban – Whitelist of comma separated ip addresses to never ban – Blacklist of comma separated ip addresses to always ban – Custom keywords, XPath and Regex to parse logs for failed login attempts &nda...
I'm searching for a detail-oriented freelancer with extensive experience working with Excel. - This task involves typing text data into an Excel spreadsheet. - The data entered will be a mixture of both structured and random entries. Thus, a keen eye for detail and the ability to maintain organization amidst complexity is key. - As a crucial aspect of this project, I require error checking to ensure the highest quality of work. The ideal candidate should have experience and knowledge in Excel data validation. - For successful completion of this project, accuracy and attention to detail are paramount. Candidates with previous background in similar tasks will be highly regarded.
I am in need of a professional who can help me in the data enrichment and cleaning of a set of merchant data. The data that requires the necessary cleansing and enhancing is primarily focused on merchant profiles. The main focus is on the verification process. Key tasks include: - Checking if the merchant meets our criteria list The ideal candidate for this project would have experience in data cleaning, enrichment, and verification. Your attention to detail and ability to cross-check,and verify data is crucial to the success of this project. Please share your relevant experience in your proposal and how you plan to approach this task. Your understanding of data quality and accuracy will be a major plus.
I require a meticulous individual who is adept at data entry into Excel, with precision and accuracy being top priorities. - The task involves entering various types of data, including numeric, text, and alphanumeric, ensuring it is correctly and appropriately categorized. - The Excel sheet will consist of two columns which will require careful management for data uniformity and consistency. - The entered data should be organized based on the input order, therefore, attention to chronological details is paramount. The successful bidder should have proficient data entry skills and a keen eye for detail for successful completion of this project. Prior experience in similar projects would be an advantage.
Pl...your quote will be considered for 1000 products images. All the images is for grocery shop 1) All products should be cropped individually from the brochure or image or website link, The same shall be shared to you as per the required data. Any visible imperfections need to be painstakingly cleared off. Each picture will have to be improved in terms of lighting and contrast to make it more visually appealing. 2) the Size of the image should be 900 X 700 (Sample attached for your reference) 3) No Duplicates images should be created even if the brochure /excel or images (provided twice by us)has got duplicates 4) If the images are not clear as per the 900 X 700... YOU shall consider the image from the website. we will share you the link for your understanding if you requir...
I am searching for a proficient and attentive freelancer to assist with data entry tasks, specifically within Microsoft Excel. The role will require the successful candidate to be highly tech-savvy, with a strong background in Excel and an eye for detail. Key Responsibilities: - Handle diverse data entry tasks within Microsoft Excel - Ensure accuracy and consistency throughout the Excel spreadsheets - Offer quick turnaround times for tasks, while maintaining quality Ideal Skills: - Excellent knowledge and proficiency in Microsoft Excel - Previous experience in data entry roles - Strong attention to detail and accuracy - Ability to work quickly and efficiently under minimal supervision.
...goal of the animation is to showcase my product or service to a young adult audience. Key requirements: - High-Quality Animation: The animation must be extremely detailed and realistic to appeal to young adults. - Showcase Product: The video should effectively display the key features of the product/service in an engaging manner. - Fast Turnaround: I'm looking for a freelancer who can deliver this project quickly without compromising the quality of the animation. Ideal Skills: - Prior Experience: Previous experience in creating realistic 3D animations for advertising purposes is a big plus. - Attention to Detail: A keen eye for detail and a commitment to delivering high-quality work. - Creativity: Ability to come up with innovative and engaging ways to showca...
I require a skilled photo editor to make modifications to a series of images from a recent event. The project specifics are: - Removal of visible bald spots - To give an impression of fuller hair The source material comprises of high-resolution photos, necessitating proficiency in working with such quality. The end result should be as natural as possible, avoiding an over-edited look and maintain the realism of the original photos. Experience in high-resolution image retouching, hair digital restructuring and a keen eye for maintaining authenticity are the most crucial skills necessary for this job.
I'm in need of an experienced web3 developer who could integrate a wallet with my website on the Binance Smart Chain network. Key responsibilities: - Enable making transactions via the website, which includes: - Sending tokens - Receiving tokens - Approving transactions - Facilitate checking balances on the integrated wallet The ideal applicant should showcase a significant track record in web3 development, particularly in Binance Smart Chain integrations. Proficiency in working with wallets and facilitating seamless transactions is paramount for this project. A sound understanding of blockchain networks and their working will be immensely beneficial. Please only bid if you can make test directly on binance smart chain. we are going to use the Pi Network DeFi token ...
I am seeking a highly meticulous and efficient Data Collection Specialist to gather basic contact information for 25 agencies specializing in scripting video sales letters (VSLs). The task involves sourcing and validating agency names, email addresses, and website links, then recording these details into a spreadsheet. Responsibilities: -Conduct basic research to locate contact information for 25 specified agencies. -Validate that email addresses are current and active. -Accurately enter all data into a provided spreadsheet format. Requirements: -Experience in data collection and validation. -Proficiency in basic research and use of spreadsheets (e.g., Google Sheets or Microsoft Excel). -Ability to deliver accurate results within a set timeframe. -Project Le...
I need an Excel 365 PowerQuery or VBA script that can fetch daily market data and handle potential data source interruptions or changes. Google Shhets example =INDEX(IMPORTXML("" & C31, "//span[@class='mod-ui-data-list__value']"), 1, 1). <Where C31 = Cell containing the Stock eg GB00B8XYYQ86, LU1033663649 or GB00B0CNH163 I need an identical function in MS365 Excel - either with PowerQuery OR VBA (preferable) Ideal skills: - Proficiency in Excel 365 and PowerQuery and VBA - Experience in web scraping and handling dynamic data sources. I am after a fixed quote for this project.
...coordinators for approval. * Respond to internal and external queries on drafted and submitted proposals. * Maintain positive relationships with fund providers and other stakeholders. * Maintain records and submit reports related to grant opportunities. * Researches and identifies new Canadian Government small Business grant funding prospects to match our businesses priorities; * Generates high-quality proposals, narratives, applications and supporting documents and the requirements and guidelines of the funding agencies; * Generates revenues for GC programs through timely submission of well-researched, well written and well-documented grant proposals. * Maintains primary responsibility for grant schedules and tracking grants; * Serves as a liaison to all funding agencies and org...
...able to create a custom CRM system in Excel for my business. Key requirements: - Sales Tracking: I need a system that allows me to monitor sales performance and forecast future sales. - Task Management: The CRM should have a task management feature to help me organize and prioritize my daily activities. Additional details: - The system will be used by a small team of 1-10 users, so it needs to be user-friendly and easy to navigate. - No integration with other software or platforms is needed at this time, so the focus will be solely on creating a robust, efficient Excel-based CRM. Ideal skills and experience for this job would include: - Proficiency in Excel, with a clear understanding of how to create complex formulas and visual representations of data. - ...
...Adventures) - Ensure content accuracy - Engage with swimmers by addressing common concerns and questions - Their proven swimming background - Excellent writing and communication skills - Proficient in research and fact-checking - Familiarity with skills, training, programming, swimming destinations, open water safety, coaching qualifications, swimmers needs - Ability to translate sport science jargon into layperson terms With content expected each week, the right freelancer must be reliable and able to manage regular deadlines, while maintaining a high standard of quality in every piece. Could be fortnightly of course also for the right candidate. Skillset required: - Exceptional writing and editing abilities. - Deep understanding of swimming across various scales (fro...
...experienced in web scraping and data collation. The project will involve scraping blog articles in HTML format and compiling desired information into an Excel file. Key Project Requirements: * The extraction will be from specified URLs, using their individual patterns for efficient and accurate scraping. * For each blog article, I need the title, the full text, and the publish date extracted. * This scraped data must be properly arranged in an Excel file for easy analysis. * List of articles is here: Ideal Candidate Expertise: * Proven experience in web scraping is a must, preferably with full understanding of HTML structures. * Proficiency in Excel and data organization. * Attention to detail to ensure accuracy of the scraped data. *...
...years of Testing experience in a Software Development Lifecycle environment Five (5) • SQL and PLSQL Programming in SQL Server ETL and Data warehouse process Informatica 10 • 20 Informatica Data Quality Profiles , Score Cards SQL Server RDBMS SQL Server Analytics Services SSAS SQL Server Reporting Services SSRS Tableau Reporting BMC Control M Scheduler Tool Data Analysis Data Profiling Application Life Cycle Management Complete Testing process SDLC, Agile Process, SAFE and Kanban methodologies, TFS Tool Good Communication Skills and Quick Learner Selenium Automation Unix Finance Domain Knowledge Automation Scripting using excel Macros Other Functions: • The Quality Engineer IV participates in the development and implementat...
...Analyst – VBA, Advance Excel. Job Role: Senior Business Analyst Job Location: Remote Experience: 4 + Years as Business Analyst – VBA , Advance Excel 3+ years of experience is required in creating dashboards in Manufacturing, Banking, Retail Industry. Working Hour: 3 hour per day (per day) Salary: 150 – 200 INR Per Hour Job Responsibilities : • Understanding Company requirements. • Understanding, consolidating and analyzing data from spreadsheets. • Creating dashboards, reports and charts in Analytics tools. • Working on financial and other types of modeling projects. • Having knowledge Dashboard Creation, Mainframe automation through VBA. • Good Technical knowledge of VBAs, Macro, MS Office skills to drive automati...
I'm in immediate need of a cloud-based stock management software with barcode generation, scanning, stock quantity tracking, and weight meas...for every product in my stock - Track the quantity of each item I have in stock - Measure the weight of my stock in grams I prefer a cloud-based solution that can be accessed and updated from any internet-connected device. The software should have an easy to use interface and be able to: - Enable manual entry of stock data - Support updating stock information by scanning barcodes - Automatically update stock data from my sales records The software could be developed in Excel, as long as it's accessible online. As a freelancer, you should have experience in developing similar solutions and a deep understanding of sto...
