Ethical issues in secondary data analysis jobs
I'm in need of a skilled game tester to assess the functionality of my PC action game. Key Responsibilities: - Conduct functionality testing: You will be required to play through the game, ensuring that all features work as intended. - Identify Bugs: Any bugs, glitches, or issues you encounter while playing need to be documented clearly. Ideal Skills and Experience: - Strong background in game testing: Preferably with experience in testing action games. - Knowledge of functionality testing: You should be familiar with the process of assessing the game features. - Excellent attention to detail: Able to spot even the smallest issues and accurately document them. This role would be perfect for a game tester with a keen eye for detail and a passion fo...
...tool to test and provide a report that shows my application does not have security issues and is not accessible from the web. There is no end-point to my application as it is not web facing and is a stand alone application. This is to satisfy Amazon security review. I'm looking for a skilled professional to conduct a penetration test on my Windows desktop application. Key Requirements: - Conduct a automated penetration test specifically tailored for a Windows desktop application. - Ensure the test covers all potential vulnerabilities and security risks. - Provide detailed reports on the findings, including any exploits, weaknesses, and areas of improvement. Ideal Experience: - Proven track record in penetration testing for Windows desktop applications. - Ex...
...effectively record three of our management meetings for review and analysis purposes. Key Details: - The meetings are expected to continue for three days each. - All meetings will be conducted in-person. - Clarity and audio quality are of utmost importance. - Quick turnaround time is crucial. Required Skills & Experience: - Proven experience in professional audio recording, particularly in meeting and conference settings. - Strong attention to detail and professionalism. - Fast and efficient, without compromising the quality. - Excellent time management skills. - Ability to handle unforeseen recording challenges that may arise. - Familiar with different audio formats and compression settings, to deliver the final product in the desired f...
...to help me create a new Python script for data analysis purposes. The primary goal of the script will be to analyze a dataset that I already possess. The script should be able to handle large amounts of data efficiently, allowing for insightful analysis and visualization. The key requirements include: - Writing new code from scratch - Prior experience in data analysis using Python - Proficiency in Python libraries such as Pandas, NumPy, and Matplotlib If you have a solid background in data analysis and Python, and are able to create efficient, clean, 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...
Looking for a skilled, personable, and dedicated CFA level 1 coach to guide me through my studies. Communication: -...Duration: - I have not defined a specific duration for the sessions. I expect the duration to be determined by the topic(s) at hand and the depth of explanation required. Flexibility in this matter is appreciated. Topics: - I haven't specified the topics yet. The issues to be addressed will likely evolve and become more clear as the coaching progresses. I need a coach capable of covering all the key aspects of CFA. Requirements: - Previous experience teaching CFA students. - Solid knowledge across all subject areas of the CFA body of knowledge. - Good communication skills. Get in touch if you're experienced in CFA coaching and are...
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I'm in need of a skilled game tester to assess the functionality of my PC action game. Key Responsibilities: - Conduct functionality testing: You will be required to play through the game, ensuring that all features work as intended. - Identify Bugs: Any bugs, glitches, or issues you encounter while playing need to be documented clearly. Ideal Skills and Experience: - Strong background in game testing: Preferably with experience in testing action games. - Knowledge of functionality testing: You should be familiar with the process of assessing the game features. - Excellent attention to detail: Able to spot even the smallest issues and accurately document them. This role would be perfect for a game tester with a keen eye for detail and a passion fo...
I want to create a nutritional analysis software that helps manufacturing companies, restaurants, or other food service businesses manage nutritional information. The software should allow users to input an ingredient from a database, customize data, and quickly break down its nutritional values. Example of tools and technologies needed: Programming Languages: - Backend: Python (Django, Flask), Node.js (). - Frontend: JavaScript (React, Vue.js, Angular) Testing: - Selenium, Jest Version Control: - Git (GitHub, GitLab, Bitbucket)
I need an expert in Ansys Fluent who can complete a heat transfer simulation setup within a one-day deadline. The specifics of the assignment are: - simulation - Heat transfer simulation with a focus on conduction - Post-processing analysis Freelancers should have a background in Ansys Fluent software and should be experienced in dealing with heat transfer simulations, The ability to adhere to strict deadlines is also crucial. Please place your bid if my project matches your skills and experience.
I'm looking for a talented developer to build a web-based POS system with a focus on insightful daily sales reporting. Key Features: - Web-based POS system: The system should b...interface for easy use. - Daily Sales Reporting: It's crucial that the system provides detailed and comprehensive daily sales reports. These reports should be easy to read and interpret. - Customization: The system should allow for future customization and integration of additional features, as the business grows. Ideal Skills: - Proven experience in developing POS systems, particularly web-based. - Strong understanding of sales reporting and data analysis. - Ability to create user-friendly interfaces. Please share relevant experience, and provide a detailed proposal outlining ho...
I'm looking for a professional tester to ensure the smooth running and quality of my PC Action game. Key Responsibilities: - Primarily focus on bug and glitch finding. - Have steam account Ideal Skills: - Experienced in testing PC games specifically in the Action genre. - Skilled in debugging, diagnosing, and reporting issues.
...Tracking website traffic: Accurate data on website visitors will help me understand my audience, their preferences, and how they interact with the site. - Understanding customer behavior: By setting up Analytics to track user behavior, I can gain insights into what my customers are interested in, how they navigate the site, and what factors influence their purchasing decisions. - Improving marketing strategies: With Analytics, I aim to track the effectiveness of my marketing campaigns, understand which channels bring in the most valuable traffic, and optimize my marketing efforts accordingly. As I already have an existing Google Analytics account, I need a professional who can seamlessly integrate it with my Shopify store. While I'm not currently interested ...
I'm looking for a proficient pr...Instagram and all over the internet Key responsibilities: * Extracting Email leads, Phone number leads, and Social media leads. * Collecting specific data - Name, Job title, Company, and Location, email and phone numbers Ideal freelancers for this project should have: * Extensive experience in data scraping, especially on the platforms mentioned above. * Proficiency in data mining techniques and possessing advanced analytical skills. * Understanding of ethical data scraping practices. * Strong attention to detail - ensuring all data is accurate and up-to-date. * Proven track record of delivering quality leads in a short timeframe. Get in touch if you're up for the task. I ...
...help in testing the gameplay balance of our latest PC game. The core focus of your responsibilities will be: - **Gameplay Testing:** Deep dive into the gameplay, ensuring the mechanics are engaging and balanced. - **Balance Issues Identification:** Critically analyze and report on gameplay balance. This involves playing through the levels, understanding the game mechanics, and identifying areas that feel too easy or too challenging. - **Feedback & Suggestions:** Provide constructive feedback on how to improve gameplay balance. Your insights will be invaluable in tuning game mechanics to enhance the player experience. **Ideal Skills and Experience:** - Proven experience in PC game testing, particularly gameplay aspects. - Keen analytical skills to identi...
I am in need of a skilled SPSS expert to assist me with a small project. I require someone who is proficient in statistical analysis and interpretation using SPSS, particularly for basic descriptive statistics. Key Responsibilities: - Conducting basic descriptive statistical analysis on the data provided - Interpreting the results in a clear and concise manner - Presenting the findings primarily through graphs and charts You must have: - Proficiency in using SPSS for statistical analysis - Strong background in basic descriptive statistics - Capability to interpret data effectively - Ability to present results clearly through graphs and charts Your assistance in this project will greatly help me in unders...
...help in testing the gameplay balance of our latest PC game. The core focus of your responsibilities will be: - **Gameplay Testing:** Deep dive into the gameplay, ensuring the mechanics are engaging and balanced. - **Balance Issues Identification:** Critically analyze and report on gameplay balance. This involves playing through the levels, understanding the game mechanics, and identifying areas that feel too easy or too challenging. - **Feedback & Suggestions:** Provide constructive feedback on how to improve gameplay balance. Your insights will be invaluable in tuning game mechanics to enhance the player experience. **Ideal Skills and Experience:** - Proven experience in PC game testing, particularly gameplay aspects. - Keen analytical skills to identi...
...help in testing the gameplay balance of our latest PC game. The core focus of your responsibilities will be: - **Gameplay Testing:** Deep dive into the gameplay, ensuring the mechanics are engaging and balanced. - **Balance Issues Identification:** Critically analyze and report on gameplay balance. This involves playing through the levels, understanding the game mechanics, and identifying areas that feel too easy or too challenging. - **Feedback & Suggestions:** Provide constructive feedback on how to improve gameplay balance. Your insights will be invaluable in tuning game mechanics to enhance the player experience. **Ideal Skills and Experience:** - Proven experience in PC game testing, particularly gameplay aspects. - Keen analytical skills to identi...
I need a professional who can analyze the logs of my Apache PHP-FPM server and help me troubleshoot errors. The main focus of this task is to identify and resolve any issues that might be impacting the performance of the server. Key Requirements: - The ideal candidate should have a solid understanding of Apache PHP-FPM logs and their structure. - Good troubleshooting skills are necessary to pinpoint the root causes of the errors. - Ability to present the analysis results in a detailed report is crucial. The main goal is to ensure the server is running smoothly and efficiently. The server use Centos 7, Apache and PHP 5.6
...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 popu...
I'm in need of a skilled beta tester who can work on my Steam project immediately. Your primary focus will be on the user interface, performance and optimization. Key Responsibilities: - Thoroughly test the user interface of the project, providing feedback on usability and design. - Conduct performance and optimization testing to ensure the project runs smoothly on various devices. - Document bugs and issues for troubleshooting and resolution. This project has a tight deadline and I need someone who can start immediately. Please only bid if you have experience with Steam projects and beta testing. Being familiar with game development and design will be an added advantage.
I will pay no more than 30 dollars for this work. Please do not s...ensuring they reach my target audience. Your duties will include: - Developing the automation process: You'll be responsible for creating a seamless, automatic procedure that shares the articles to my business Facebook page as soon as they're uploaded to my website. - Testing and debugging: After setting up the automation, you will need to test it thoroughly to ensure it works as intended. Any issues that arise will need to be identified and resolved promptly. This is a crucial project for me, as I am aiming to maintain a consistent online presence for my business. If you believe you have the necessary skills and experience, I'd love to hear from you. Please only apply if you have prior experience w...
I'm in need of a skilled beta tester who can work on my Steam project immediately. Your primary focus will be on the user interface, performance and optimization. Key Responsibilities: - Thoroughly test the user interface of the project, providing feedback on usability and design. - Conduct performance and optimization testing to ensure the project runs smoothly on various devices. - Document bugs and issues for troubleshooting and resolution. This project has a tight deadline and I need someone who can start immediately. Please only bid if you have experience with Steam projects and beta testing. Being familiar with game development and design will be an added advantage.
I'm in urgent need of an experienced Laravel developer for a VPS-hosted application. The application is facing some critical issues which need immediate attention. Key Responsibilities: - Quickly identify and resolve user interface issues. - Address database errors and ensure data integrity. - Implement necessary optimizations to ensure smooth running of the system. This project requires immediate action as the application is currently not functioning optimally. Hence, the ideal candidate should be able to work under pressure and deliver results within a limited time frame. Skills and Experience Required: - Proven experience with Laravel, particularly in debugging and fixing issues. - Strong knowledge of VPS hosting environments. - Abili...
...expertise in automation to develop a system that streamlines the process from transport request to courier confirmation. *** Current Process *** (The current process excel files will be given aswell as the detailed process) Request Submission: Teams within the company fill out an Excel file with transport details, including pickup location, destination, size, and weight of the shipment. Courier Selection: The logistician identifies 3 or 4 potential couriers from a database based on the transport's distance, size, and location. The logistician contacts these couriers via Outlook to inquire about availability and pricing. Selection and Confirmation: Upon receiving responses, the logistician selects the best courier based on price and availability. The logistician fills out...
I'm looking fo...with the testing of a new computer application designed for Steam. The key focus of the testing is the Game installation process. Key responsibilities: - Conducting thorough beta testing of the software - Providing detailed feedback on the user experience - Identifying and reporting any bugs or issues related to the game installation process Ideal skills and experience: - Previous experience with beta testing for software or applications - Strong understanding of the Steam platform - Proficient in identifying and documenting software bugs - Excellent communication skills to provide detailed feedback Please note that the testing should be focused specifically on the game installation process, so experience with game installations or similar tasks would...
I'm looking for a professional tester to ensure the smooth running and quality of my PC Action game. Key Responsibilities: - Primarily focus on bug and glitch finding. - Have steam account Ideal Skills: - Experienced in testing PC games specifically in the Action genre. - Skilled in debugging, diagnosing, and reporting issues.
...help in testing the gameplay balance of our latest PC game. The core focus of your responsibilities will be: - **Gameplay Testing:** Deep dive into the gameplay, ensuring the mechanics are engaging and balanced. - **Balance Issues Identification:** Critically analyze and report on gameplay balance. This involves playing through the levels, understanding the game mechanics, and identifying areas that feel too easy or too challenging. - **Feedback & Suggestions:** Provide constructive feedback on how to improve gameplay balance. Your insights will be invaluable in tuning game mechanics to enhance the player experience. **Ideal Skills and Experience:** - Proven experience in PC game testing, particularly gameplay aspects. - Keen analytical skills to identi...
I'm in the final stages of developing my PC game and require a skilled tester to help identify and resolve any lingering bugs, ensuring a seamless player experience. Here's what I'm looking for: - **Key Focus Areas:** - Comprehensive testing of gameplay mechanics to unearth bugs that have slipped past the development phase. - Keen attention to detail to track and document encountered issues accurately. - **Primary Goal:** - The main objective of this testing phase is to identify and fix as many bugs as possible to polish the game for launch. - **Ideal Skills and Experience:** - Extensive experience in game testing, particularly on PC platforms. - Familiarity with different bug tracking software to document issues effectively. - A st...
...help in testing the gameplay balance of our latest PC game. The core focus of your responsibilities will be: - **Gameplay Testing:** Deep dive into the gameplay, ensuring the mechanics are engaging and balanced. - **Balance Issues Identification:** Critically analyze and report on gameplay balance. This involves playing through the levels, understanding the game mechanics, and identifying areas that feel too easy or too challenging. - **Feedback & Suggestions:** Provide constructive feedback on how to improve gameplay balance. Your insights will be invaluable in tuning game mechanics to enhance the player experience. **Ideal Skills and Experience:** - Proven experience in PC game testing, particularly gameplay aspects. - Keen analytical skills to identi...
I'm looking for an expert to help me f...specifics of the issue are currently unknown, an analytical approach and problem solving skills will be required. - Troubleshooting and correcting any issues in my Google Merchant Center listings - this may involve identifying missing products, incorrect prices, or discrepancies in product descriptions. Ideal Skills and Experience: - Proven experience in website troubleshooting and error resolution. - A thorough understanding of Google Merchant Center and experience with product listings. - Excellent analytical and problem solving skills. - Strong communication skills, as we will need to work together to identify and resolve the issues. Ultimately, I'm seeking a professional who can help me add...
I'm in urgent need of a Laravel expert to help me fix the bugs in my application. The issues I'm facing are unspecified at the moment, but they are critical enough to require immediate attention. Ideal Skills and Experience: - Proven experience in Laravel: The freelancer should have a strong track record of working with Laravel, and be comfortable troubleshooting and debugging within the framework. - Problem-solving skills: The ability to quickly and accurately diagnose issues is essential. - Time Management: The freelancer should be able to work under tight deadlines, as this project requires immediate attention.
I'm currently experiencing an issue with Google Adsense on my WordPress site. I have not attempted any fixes yet. I'm looking for someone who's well-versed in this area to help me out. Key Points: - Fixing Google Adsense issue on a WordPress site - Must have experience in handling similar issues - I have access to the file manager, so you can make necessary changes Ideal Skills: - Strong understanding of Google Adsense and how it interacts with WordPress - Experience in resolving issues - Proficient in using WordPress file manager Please reach out if you think you can help.
I am in need of a skilled SPSS expert to assist me with a small project. I require someone who is proficient in statistical analysis and interpretation using SPSS, particularly for basic descriptive statistics. Key Responsibilities: - Conducting basic descriptive statistical analysis on the data provided - Interpreting the results in a clear and concise manner - Presenting the findings primarily through graphs and charts You must have: - Proficiency in using SPSS for statistical analysis - Strong background in basic descriptive statistics - Capability to interpret data effectively - Ability to present results clearly through graphs and charts Your assistance in this project will greatly help me in unders...
I am currently using R, specifically the ppcor package, to conduct partial correlations on a sizable dataset. Unfortunately, the process is slow and fails to address all columns efficiently. I'm seeking assistance to: - Improve the computation speed - Enhance the h...specifically the ppcor package, to conduct partial correlations on a sizable dataset. Unfortunately, the process is slow and fails to address all columns efficiently. I'm seeking assistance to: - Improve the computation speed - Enhance the handling of columns within my dataset The ideal freelancer for this task should be proficient in R programming, with specific experience in working with the ppcor package or similar tools for statistical analysis. A background in optimizing code for l...
I'm seeking a skilled professional well-versed in MAXQDA software and data analysis to assist with my upcoming project. The work will involve the analysis of multiple sets of data - primarily surveys, interviews, and focus groups. Key tasks involved: • Coding data sets on MAXQDA • Analyzing coded data • Delivering insightful interpretations of results The job will involve approximately 40 surveys, 12 interviews, and 2 focus groups. It's therefore crucial that the successful individual or team is able to perform this task efficiently, maintaining high-quality data analysis throughout. Having previous experience in a similar job, and professional knowledge of Windows operating system, is hig...
...automation is running on Windows and the script is written in Node.js. Key requirements: - Diagnose and fix the issue: The core problem lies in the inability to send messages. As such, the ideal candidate should have a strong understanding of OpenCV and related concepts, as well as experience with automation on WhatsApp. They should be able to quickly pinpoint the issue and implement the appropriate solution. - Windows proficiency: The automation is running on a Windows platform. The ideal candidate should be familiar with the quirks and intricacies of automation on this OS. - Node.js expertise: The script is written in Node.js. The freelancer should have comprehensive experience with this language, and be able to navigate and debug scripts in this enviro...
I'm experiencing an issue where my website isn't loading. This problem has emerged recently, without me making any recent changes to the website or server configurations. I need a skilled professional to help me quickly troubleshoot this issue and get my ...troubleshoot this issue and get my website back online. Your role will involve: - Investigating and identifying the root cause of the website's failure to load - Resolving the issue effectively and efficiently - Ensuring the website operates smoothly post-fix Ideal candidates should have extensive experience in troubleshooting websites that run on Apache servers. Strong familiarity with PHP-FPM and Webmin will be a significant advantage. Your ability to identify and remedy server issues swiftly will be a ...
...challenge with my wired speaker connection. More specifically, it involves my much older sony AVR, which is connected to a new scarlett audio interface. All 4 speakers worked on an older interface. Now, I'm having issues with the RCA to TS/TRS connection/balancing act. I need a freelancer with a strong background in audio engineering, particularly in troubleshoot wiring and connection issues. Having experience with both AVRs and audio interfaces would be ideal. Expertise required include: - Extensive knowledge of wired audio connections. - Experience with RCA, TS/TRS connections. - Proficiency in problem diagnosis and solution implementation. - Understanding of AVRs and audio interfaces. The goal here is to get my desktop monitors and tower spea...
...for an experienced marketer who specializes in marketing campaigns that rely on data analysis. You as a digital marketer must be able to handle the data analysis that we will provide you with to target the right target audience. You as a digital marketer, you must be able to implement advertising campaigns based on the data analysis that we provided to you. You as a digital marketer, you must be able to implement advertising campaigns on Facebook, Instagram, Snapchat, TikTok, and Twitter. Ideal Skills and Experience: - You must have the ability to handle the data analysis that we will provide you to target the right target audience. - To have proven experience in marketing campaigns that rely on data an...
...with troubleshooting issues related to printing PDFs. Additionally, I'd like to streamline my paystub downloading process to avoid the need for printing, looking to have them saved directly as PDFs. Key Responsibilities: - Troubleshoot QuickBooks Snappt: I need assistance to ensure that the PDFs generated are correctly formatted and able to print efficiently. - Automation of Paystub Downloads: I'm looking for a solution that will download paystubs directly as PDFs, without the need for printing. This should enhance efficiency and save time in the long run. Ideal Skills and Experience: - Proficiency in QuickBooks: Experience with QuickBooks, especially Snappt, is fundamental for this project. - Troubleshooting Abilities: A proven track record of resolving...
...processes, and overall security posture - Collaborate with client stakeholders, including IT security teams, network administrators, and executive leadership Qualifications: - Minimum 5 years of experience in cybersecurity consulting, with a focus on DDoS protection, incident response, and security assessments - Strong knowledge of industry standards and frameworks, such as NIST, ISO, SAMA CSF, NCA ECC, and GDPR - Hands-on experience with security technologies and tools, including firewalls, IPS/IDS, SIEM solutions, and network analysis tools - Expertise in forensic analysis, malware analysis, and incident response procedures - Excellent communication and documentation skills for preparing reports and presenting findings - Certifications such as CISS...
...Error', but I'm not sure what's causing it or how to fix it. Key Tasks: - Identify the root cause of the Error 500 - Implement a solution to resolve the issue - Provide recommendations to prevent similar errors in the future Ideal Skills and Experience: - Extensive experience with WordPress - Proven ability to troubleshoot and fix Error 500 issues - Familiarity with server configurations and potential causes of Internal Server Errors - Strong problem-solving skills to identify and resolve the root cause of the issue - Good communication to explain the issue and recommended solutions in a way that's easy for me to understand. More details: Warning: Found outdated nextend-smart-slider3-pro inside: ./wp-content/plugins/nextend-smart-slider3-pro...
I'm seeking an expert in dynamic routing of capsules networks with a focus on accuracy. This project involves: - Enhancing the dynamic routing algorithm to achieve higher accuracy in image data analysis, primarily for healthcare applications. - Applying the improved algorithm to four distinct datasets for thorough evaluation. Key skills and experience for this project include: - Proven expertise in dynamic routing of capsules networks. - Strong background in medical image analysis. - Familiarity with the healthcare domain and the unique challenges it presents. The goal is to push the boundaries of current dynamic routing techniques to deliver a more precise and reliable method for medical imaging. A successful project will not onl...
I'm looking for a skilled and experienced writer to help me with a technical essay. This project involves: - Writing a 3000-word essay with technical content - Conducting thorough research...for a skilled and experienced writer to help me with a technical essay. This project involves: - Writing a 3000-word essay with technical content - Conducting thorough research using both primary and secondary sources Ideal candidates for this project will have: - Proven experience in technical writing - Strong research skills and experience in using primary and secondary sources - Ability to deliver high-quality, engaging content on time Please provide samples of your previous work, particularly in the technical writing realm, and outline your approach to ha...
I need a ...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 cle...
I'm seeking a proficient individual in descriptive statistics. The primary tasks include: Data Types: - The data I'm working with is a mix of numerical and categorical data. Requested Descriptive Statistics: - I specifically need help with calculating the Mean and Median. Purpose: - These statistics are crucial for a research paper I'm working on. Ideal Candidate: - Proficient in descriptive statistics - Experienced with both numerical and categorical data - Previous experience in data analysis for research papers is a plus. Please let me know about your experience with these kinds of tasks. Thank you.
Some issues in running project and some issues in database architecture and database design
...storefront. However, I'm in need of a proficient coder who can translate this design into a functioning website. What I need: - Custom coding: Skilled in Shopify design and proficient in integrating the design into the website. - eCommerce experience: You must have experience setting up online stores for physical products. - Problem-solving: Able to strategize efficient solutions for any potential technical issues. - Attention to detail: My design is specific. I require someone who can follow instructions closely and realize my vision perfectly. Please note, I didn't specify requirements for Shopify specific features, so the initial development of the website won't need these features. However, the ideal candidate should have the capabil...
Some issues in running project and some issues in database architecture and database design
