As part of my btech project, I'm seeking a talented Natural Language Processing (NLP) expert, ideally with strong background in XLNet or similar models, to help me develop a performance-enhanced version of XLNet. Our goal is to employ this model for text classification, specifically focusing on sentiment analysis. Key Job Requirements: - Expertise in NLP and familiarity with XLNet - Strong understanding of text classification techniques - Competency in sentiment analysis The final model must exhibit: - Enhanced performance attributes similar to XLNet - Improved accuracy over its predecessors - Better compatibility with existing systems This innovative model will serve the core purpose of effective sentiment analysis through text classification based on user sentiment. Pleas...
Hello Özkan I’ll just make the official project for the 5 illustrations here, that we discussed earlier. To refresh, we would like 3 of the images to be of the BygMax character and 2 of Rasmus. I will attach a picture you can use as inspiration (please ignore the one with yellow background). Best regards The BygMax Team
I am in need of a skilled copywriter to craft clever and digestible content aimed at educating the general public about a certain technology topic. This is not a hard sell, but an opportunity to expand knowledge and spark interest. Your words need to be clear, engaging, and easy to understand for non-tech savvy readers. The ideal candidate will: - Have a background in technology or a strong grasp of tech industry concepts. - Have proven experience in copywriting, especially with informational and educational content. - Be intuitive in understanding the best way to communicate complex ideas to a general audience. Your mission will be to make an often intimidating subject matter approachable and intriguing. If you have a knack for breaking down complex information into enjoyable...
I'm seeki...* Data integration: Ensuring seamless data exchange between the two systems. * Workflow automation: Developing and implementing automated workflows for various business processes. - **Vendor Invoice Creation**: The vendor invoice creation process should include: * Auto-population of vendor details: Ensure vendor information is correctly filled in. Ideal Skills and Experience: - Strong background in Microsoft Dynamics 365 F&O, particularly in Financial and Supply Chain Management modules. - Proven experience in developing and implementing integration solutions using Power Platform, including data integration and workflow automation. - Familiarity with vendor invoice creation processes and best practices. Please provide relevant examples of your previous w...
I'm seeking an expert in Excel analytics. This project involves working with existing but undisclosed business data to help me understand and optimize the business's performance through indicators like KPIs. The freelancer's task encompasses: - The creation of robust dashboards that effectively communicate...dashboards that effectively communicate KPI outcomes. - The execution of classification analysis to differentiate key data points. - Clustering the data into discernable patterns to aid business decision making. Ideal skills for this job include Excel proficiency, data analytics experience, and an understanding of key business metrics such as KPIs, dashboards, classification, and clustering. A background in business data analysis and the ability to assign meanin...
...website's search engine ranking. To accomplish this, I need someone who can acquire backlinks from websites with a Domain Authority of 30 or higher. - Diverse portfolio: I am looking for a freelancer who can provide a diverse portfolio of backlinks, including guest posts, niche edits, and other effective strategies. Ideal Candidate: - Experienced in SEO: The ideal candidate should have a strong background in search engine optimization and be familiar with white-hat link building techniques. - Proven track record: I am looking for someone with a proven track record of improving website rankings through backlink building. - Communication skills: Strong communication skills are a must, as I will need regular updates on the progress of the project. Please provide a brief ov...
I am in need of skilled developers to build a cross-platform social networking app for both iOS and Android devices. The app main function will contribute to sparking discussions and interactions through ...enhancing user experience. - Live Streaming capabilities, vital for real time content sharing and interactions. - End-to-end (E2E) conversations, facilitating encrypted and private conversations. Ideal developers for this project would have experience in building apps with similar features, fluent in cross-platform development and have a good understanding of user interface design. A strong background in data security would also be beneficial, given the E2E encryption requirement. Previous work in PPAR and live streaming feature integration would make you a standout candidate fo...
I am seeking a qualified professional with experience in both architectural and engineering drawings for a residential building. My focus is primarily on achieving accurate and detailed elevations. The ideal candidate should possess: - A solid background in residential design - Expertise in architectural and engineering drawing production - Extensive knowledge in generating elevations for residential buildings - Ability to adhere to standard codes and practices in architecture and engineering The completion of the project will entail the delivery of all required and satisfactory elevation views that my construction team can execute. Accuracy and attention to detail are paramount for this project.
I'm seeking an experienced 3D designer to create a model for a walking trai...(60+ lbs) dogs. Essential features are a front and back-leash attachment. The front leash attachment will be like a choke chain collar attachment (see attached). Fluent expertise in 3D modelling software is paramount. Previous design experience in pet accessories would be advantageous. I will also require manufacturing designs. Expectations include: - Designing a multi-feature training harness - Ensuring durability for mid-large dogs - Prioritizing comfort and control in design - Incorporating both a front and back leash attachment - Showing the dinosaur skull head in white with black background. - breathable fully adjustable polyester webbing chest with integrated choke collar design with ba...
I'm in need of a skilled graphic designer who can create a modern, sophisticated logo that will be used across different platforms. The primary use of the logo will be for my website, print materials, and social media. Key Requirements: - Modern Design: The logo should have a modern look and feel, aligning with contemporary design trends. - Multicolored: I would like the logo to incorporate shades of blue, green, and red. It should be aesthetically pleasing and work well in various color backgrounds. Ideal Skills: - Graphic Design: Prior experience in creating logos. - Color Theory: Ability to work with a multicolor palette. - Branding: Understanding of the importance of a logo in brand identity. - Web Design: Knowledge of how logos function on websites. - Print Design: Experience i...
I'm looking for a talented designer with experience in creating game cards, specifically memory game cards for preschoolers aged 3-5 years. The focus of this project is on the design of the cards, so a strong creative background is essential. Key Requirements: Introduces Fun Interactions: We aim to go beyond traditional quiz elements and introduce interactions that are both fun and educational. Enhances Visual Appeal: The design should be visually captivating, with a variety of colors, shapes, and animations that appeal to children. Encourages Exploration: The contents should motivate children to explore and engage with the card, discovering new elements and learning through play. We're reaching out for a collaboration. We're an educational company creating s...
I'm looking for a video editor to enhance 5 educational videos (around 2-4 minutes per video). You can quote me per mi...transcribed, will need you to match it up to the sound. The videos are in Spanish and English. This is important, as you will need to understand Spanish to know where to align the text with the sound/voice of the person speaking. Ideal candidates for this project will have expertise in video editing and display an understanding of how to incorporate branding elements seamlessly into videos. A background in educational video editing is a plus as you will need to ensure that the text captions are clear and accessible to the viewer. Speaking Spanish is a requirement. If you're up for the challenge and can help me enhance my educational content, please ...
I need an expert in digital marketing to help generate leads and boost sales. While the specific services required have not been decided, the focus should be on optimizing marketing efforts to target young adults aged 18 to 34. The ideal freelancer would bring a strong background in Social Media Management, SEO, and PPC Advertising. This versatility will allow us to pivot and adjust strategies as needed to ensure the highest level of success.
I need a Mechanical Engineer to design a carbon fibre scooter prototype. This project starts with the ProE proof of concept CAD model, attached. It eventually needs to be progressed to be ready for manufacturing. Ideally, bicycle and scooter design history would benefit. The job will start in about six weeks. The CAD model for prototyping is required by the ...benefit. The job will start in about six weeks. The CAD model for prototyping is required by the end of June. Drawings and BOM for costing are necessary. I will cost with your assistance. It will be a collaborative project, with phone and email communications, and include prototype parts. An hourly rate is appropriate. Don’t apply with a structural, civil, graphics, animation or architectural background. It is a light en...
I'm in need of a skilled marketing manager to oversee my upcoming tabletop game's promotional campaign, targeted ...effectively reach our target audience. - Main Objective: The primary goal of this marketing campaign is to enhance brand recognition and to gather more emails/ followers on Kickstarter before launch. The candidate should have a proven track record of executing brand awareness campaigns and be able to tailor strategies specifically to a my target audience. I'm looking for a candidate with a strong background in croud funding campaign. Experience with tabletop game promotion would be a huge plus, yet not a necessity. The candidate should be creative, organized, and have excellent communication skills. The ability to work within a timeline and provide pro...
Logo name is Kaval Deivam For First letter K, please use the three attachments. For Letter K behind add the background of temple arch ( Check in google as Gopuram u will get images)
I need a skilled photo editor who can efficiently remove a minor scratch from a digital picture. The scratch is located over the main subject of the image and must be removed without damaging the overall quality of the image. Ideal Skills and Experience: - Expertise in Photo editing tools like Adobe Photoshop - Previous experience with scratch removal or image restoration - Attention to detail while maintaining image quality - Quick and efficient delivery time.
As part of my MBA project, I have prepared a Project with analysis on Pharmaceutical industry. It is 15000 words project. I'm looking for a skilled and experienced researcher proof read the content and rectify if any plagiarism is found. Ke...looking for a skilled and experienced researcher proof read the content and rectify if any plagiarism is found. Key areas of focus: - Conduct a thorough investigation on the project. - change the content which has plagiarism. Usage of quillbot or chagpt is not recommended. - Prepare charts and pie. Maybe 3 or 4 small charts and diagrams are there. I'm seeking a professional with: - A strong background in Research and/or the pharmaceutical industry - Excellent report writing skills, capable of delivering a well-structured and insigh...
...for a freelancer who could implement this in Python. Requirements: - Develop an algorithm to predict profitable investments based on historical stock prices - Ensure the tool is easy to use, with clear and concise output - Implement a user-friendly interface and visualizations for the predictions - Provide documentation on how the tool works, and how it should be used Ideal Skills: - Strong background in stock market analysis and investment - Proficiency in Python, with experience in data analysis and prediction - Previous experience in creating similar tools will be highly valued - Good communication skills to understand and meet the project's goals Looking forward to working with a skilled professional who can deliver on my investment analysis needs. I am looking for ...
Project Description Objective: Conduct a detailed analysis of several 3D planner software platforms to compare their offerings and pricing structures. The goal is to provide a comprehensive, visually appealing summary that highlights key features, subscription plans, and costs associated with each software. Scope: Competitors: The platforms to be analyzed include Saninet 3D Planner, MATICAD DOMUS3D, PALETTE CAD, TILE LOOK, VISOFT, and SPARK VISION. Data Collection: Extract detailed information from the competitors' websites, focusing on: Price Features Customer Support Compatibility Cost Type of Subscription What is included in each type of subscription 3D Modeling Costs: Gather information about the costs associated with 3D modeling for new products, including the dat...
As your client, I'll need focused assistance with my project that involves two primary tasks: - **Color Correction:** I have several photographs that require professional color correction before they're suitable for online publishing. You should have an eye for detail and experience in using popular photo editing tools. A background in graphic design would be an added advantage. - **Document Formatting:** Alongside the graphics, I also have documents that need proper formatting. Ideal candidates have prior experience with professional document design and formatting, varying from layouts to font choices. For both tasks, strong attention to detail, technical proficiency, and an understanding of aesthetics are crucial. If you have experience in these areas and can deliver ...
Background: King Faisal Hospital Rwanda (KFH-R) is a leading healthcare institution in Rwanda, renowned for its commitment to providing quality healthcare services to the community. In line with its vision for growth and expansion, KFH-R is transforming into an academic health sciences institution with a global impact, Africa Health Sciences University (AHSU). AHSU is an accredited institution that will train the next generation of health professionals across medicine, pharmacy, nursing and midwifery, laboratory technology, radiography, and other allied health professionals. Objectives The primary objective of this project is to develop a comprehensive branding strategy and implementation plan for Africa Health Sciences University (AHSU). The key objectives include: Develop a new...
I'm in need o...public speaking skills and language development in children aged 7-14. The course should focus on three main areas: speech and pronunciation, vocabulary building, and confidence building. Key course requirements: - Duration: It's desired for the course to run over 1 year, with a total of 30 lessons or sessions throughout the program. The ideal candidate for this project should have a strong background in both public speaking and education, with a focus on children's development. Experience in curriculum design, particularly for online learning, is a strong advantage. Effective communication and the ability to engage with children are also crucial. Please outline your relevant experience in your proposal, and provide examples of past courses or pr...
I'm looking to build a fully functional e-commerce website that primarily incorporates a shopping cart. It should be streamlined for easy user navigation, product selection and purchases. The website should have a seamless integration with PayPal and other common payment methods for secure transactio...sunglasses, the user is first prompted to choose the frame style and the cart will reflect the cost. Users will then be prompted to choose a frame colour and the cart will reflect the updated cost. The user will then be prompted to choose a lens (clear, smoked, mirrored etc) and the cart will reflect the final cost and provide a checkout or restart option. Each choice will show the corresponding picture as the product is built up. There also needs to be options for replacement le...
...that automatically animates, lights and composes CG characters into a live-action scene using AI and Machine learning. Using all the proper rigging of the the 3D Characters. I'm also needing you to create an AI-powered video dubbing feature for this software that can operate smoothly on Windows OS. This software should have the capability to dub videos into over 100 languages, making it a tool of immense value for content creators, filmmakers, and marketers looking to reach a global audience. I will need other features that top Ai dubbing software programs have. I will what those are with the bidders that demonstrate they have the ability to build what I need. This tool must also be able to create professional AI generated Robot voices for the 3D Characters ...
I'm seeking an energetic and engaging actor who can boldly approach people on the street and ask them trivia questions centered around pop culture. - The right candidate would ideally have a background in an interactive and spontaneous form of entertainment such as improv or stand-up comedy. - This job requires a friendly and approachable demeanor to establish quick rapport and get people to participate on camera. - The goal of this project is to create humorous responses from the public - so, a great sense of humor and quick wit would be beneficial. - Additionally, some knowledge of pop culture would be advantageous in facilitating engaging and entertaining exchanges.
...specifically within the consumer goods sector. These leads should be from businesses, not from consumers themselves. - Specific decision-maker contacts: I need contact details for specific decision-makers within the consumer goods companies. These contacts should be the key individuals who play a role in making purchasing decisions. Ideal Skills: - Experience in B2B Lead Generation: A strong background in B2B lead generation is essential for this project. - Knowledge of the Consumer Goods Sector: A good understanding of the consumer goods industry will be a big advantage. - Attention to Detail: The leads you provide should be accurate and well-researched, with a specific focus on the right decision-makers. Target Market: Saudi Arabia Listed Companies in the stock markets (TAS...
I seek a skilled Youtube video creator to bring life to a f...all ages. Key Requirements: - Creating a 2D animated video: You will be expected to utilise 2D animation techniques to transform the still images I provide into a dynamic and engaging video. - Content and Background Music: I am open to your creativity when deciding the content and background music for the video. - Promotion Focus: The video you create should be primarily aimed at promoting my meme website. Ideal Freelancer: - Experience in 2D animation: Previous experience with 2D animation is highly preferred. - Creativity: A creative approach in determining the content and background music of the video. - Understanding of meme culture: Familiarity with meme culture and what resonates with meme enthusiast...
...One is a day spa - One is an injectables clinic - One is a penis Enlargement Medical Clinic - We will provide: Footage - Broken down in Dropbox folders Guidelines - As per Australian medical guidelines Ideas - List of ongoing topic ideas - Video Editing Needs: I require advanced video editing services, focusing on tasks like color correction and incorporating some special effects. Slight background music and some subtitles. - Timeline: The work will be ongoing and required on a weekly basis. - Weekly output example: 5 x reels, a 30 min course module & 2 x 3 min funnel videos - Deliverables: You will be responsible for delivering polished, professional-looking videos ready for social media posting. - Creative Input: While I will provide the raw footage and general dire...
I'm in need of an ATG Developer with 8-9 years of experience. You should be proficient in HTML/CSS and JavaScript. While the specifics of the project are open to interpretation, the ideal candidate should have worked with Magento and WooCommerce. Key Responsibilities: - Develop and maintain ATG based e-commerce applications - Ensure the ...applications - Ensure the application meets both technical and business requirements - Provide technical support and troubleshooting Ideal Skills: - ATG Development - Proficient in HTML/CSS and JavaScript - Experience with Magento and WooCommerce - Strong analytical and problem solving skills - Excellent communication and teamwork skills Candidates with experience in e-commerce platforms and a strong background in ATG development are encou...
I require a freelancer skilled in survey design and impactful visual content to make changes to an existing electronic survey I have in Survey Monkey. Here is some insight into the specific tasks you'll ...images. The goal of this survey will be to gather customer feedback, so creating questions that retrieve valuable customer insights will be essential. - Build a survey flow and link answers for follow up automated EDMS and other forms of communication. - Survey results will then collate into an existing dashboard Preferences: Proficiency in Survey Monkey platform is a must. Candidates with a background in marketing research or customer relations will be highly regarded. Furthermore, a good grasp of graphics, particularly in the creation of effective logos and product imag...
I am looking for a proficient software developer to build an all-inclusive student fee management software. Key Features: • Ability to track multiple types of student fees • Capability to generate detailed fee reports • An automated reminder system. The software must smoothly integrate with our existing systems which include the school management system, attendance system, and our accounting software. Ideal Skills: • Experience in educational software development • Strong background in systems integration • Skilled in automation and report generation.
I have a PDF file that needs its background changed. I'm looking for a professional who can assist with this task. Your responsibilities would include: - Changing 4 pages the background of a PDF file to a specific color (color to be advised) - Selecting a suitable color to enhance readability and aesthetic appeal It would be helpful if you have: - Expertise in PDF editing - A good understanding of color theory and design - The ability to provide guidance on color selection Please let me know if you have any questions.
I'm looking for a Unity game developer wit...cross-platform deployment on mobile devices and PC. The game should also support seamless, real-time multiplayer gameplay. Key project requirements: - Development of a digital card game front-end in Unity and React.JS - Deployment on both mobile devices and PC - Implementation of real-time multiplayer functionality Skills and experience that are particularly important for this project include: - Strong background in Unity game development - Previous experience in creating digital card games - Expertise in implementing real-time multiplayer features - Ability to optimize the game for performance on both mobile and PC If you have experience in developing similar games and can deliver a high-quality, engaging experience, I'd li...
I have bank statements from Bank A that I need converted into an Excel spreadsheet. The specific transactions you'll be dealing with are both deposits and withdrawals. Here's what I need: - A thorough and meticulous translation of each individual transaction: both deposits and withdrawals. - Once this data is entered into the spreadsh...meticulous translation of each individual transaction: both deposits and withdrawals. - Once this data is entered into the spreadsheet, I need you to sort it by transaction type. This role requires expertise in Excel and a keen eye for detail is essential, as the integrity of the data will be paramount. Knowledge about financial transactions, specifically deposits and withdrawals, will be useful. A background in bookkeeping or accounting ...
I am seeking a Flutter developer to create a custom package to integrate with Flutter Flow. The project will primarily involve integrating the package with Flutter Flow and potentially other services as well. The sp...for the package are not specified, and the design or wireframe for the integrated Flutter package is also not yet provided. This means you will have the opportunity to collaborate on the design and function of the package. Given the nature of the project, you should have a strong background in Flutter development, and experience in integrating packages with Flutter Flow will be a plus. Creativity, good communication skills and the ability to work collaboratively are also important. Please specify your background in Flutter development and examples of your wo...
...experienced audio technician, preferably with a background in voice manipulation and sound editing. As per the requirements of my project, I'm attempting to alter my voice recording to emulate that of another person, whom I have vocal samples from. Qualifying candidates should be adept at manipulating aspects such as pitch, tone, and accent to make my voice a convincing replica of the target voice. Key skills and experience: - Proficiency in sound editing - Prior experience with voice alteration tasks Please include the following information in your application: - Examples of past work, preferably including voice alteration projects. Despite the technical requirements being unspecified, proficient knowledge and use of appropriate software are unequivocally necessar...
Please collect product information on cars that are equipped with the technology described in the [2. Technology Description] column below. ※Note Please do not collect information based only on the information listed in [1. Background] [3. Reference information] ([1] and [3] are for reference only) 【1 Background】 This technology pertains to a system that utilizes mobile devices in vehicles. Specifically, it combines a smart key system with Ultra-Wideband (UWB) wireless communication to authenticate the mobile device with the vehicle and precisely detect the location of the device. Based on this location, the system determines whether to allow or deny vehicle operations. This aims to enhance security and service quality. However, since UWB communication uses high-frequency ba...
I'm in need of a skilled photographer who is adept at enhancing and editing pictures. The pictures I need to be edited are meant for personal use, and they are a of a father and son. Key Requirements: - Color Correction - Retouching - Background Removal - The pictures should be edited in a natural and realistic style. I'm looking to work with a professional who can make these pictures even more special. Ideal Skills and Experience: - Proven experience in picture editing, especially for personal use - Ability to deliver clean, natural and realistic editing - Attention to detail - Strong communication skills, as we may need to discuss the editing direction. Please provide examples of your previous work, especially if you've edited family or portrait...
Please collect product information on cars that are equipped with the technology described in the [2. Technology Description] column below. ※Note Please do not collect information based only on the information listed in [1. Background] [3. Reference information] ([1] and [3] are for reference only) 【1 Background】 This technology pertains to a vehicle control system designed to enable specific operations on a vehicle. Traditionally, there has been a smart system utilizing electronically authenticated keys through wireless communication with the vehicle. However, a new method using sound authentication with a device worn on the user's ear has been proposed. While this device offers a novel way to authenticate with the vehicle, using standard communication protocols allows...
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Vehicle Display Device Please gather product information on vehicles that are equipped with the technology described in the section "2. Technology Sought". *Note: Do not limit your information gathering to only the details mentioned in "1. Background" and "3. Reference Information" (sections 【1】 and 【3】 are for reference only). 【1 Background】 As a foundational technology, there is a method for displaying the anticipated trajectory of other vehicles on a head-up display when there is a possibility of these vehicles merging from adjacent lanes. Although this technology is introduced, it is noted that there is room for improvement. Specifically, the challenge is to make it easier for drivers to identify merging maneuvers executed by vehicles in ad...
...a dynamic 7-page digital brochure for my business. The main aim of the brochure is to showcase our range of products and services. I need to make this new brochure in likeness of my original brochure but change to the topic from heated driveways to concrete driveways. You can find everything you need regarding content, text, and images here: I won’t consider your company unless you say “ Colorado Springs Best Concrete Driveway. It should look just like the original heated driveway brochure but for concrete driveways. Key Requirements: - The brochure should be 7 pages in length, each page dedicated to different products and services. - The design style should be modern and
Vehicle Information Processing Apparatus 【1 Background】 Technology aimed at reducing discomfort felt by drivers when switching from autonomous to manual driving. 【2 Technology Description】 Information processing technology that detects a request to switch from autonomous to manual driving during vehicle automation, and if such a request occurs, explains part of the reason for the request to the vehicle's driver. Please search for this technology. 【3. Reference Technology】 ・Example: If a request to switch to manual driving occurs during autonomous driving, the driver's statement is captured, and based on that statement, part of the reason for the request is explained to the driver. ・Example: Memorizing the correlation between the driver's statement and part of the r...
I'm looking for an experienced reverse recruiter to help me find potential candidates possessing specific skills, for various positions. The ideal candidates should possess skills and qualifications such as: - Proficiency in programming languages - Experience in using design software - A background in sales Your responsibilities will include: - Identifying and sourcing suitable candidates - Engaging them and gauging their interest in potential opportunities - Presenting the most suitable candidates for my consideration Please provide examples of your past work in reverse recruitment, especially in the tech or design fields. Make sure to highlight the specific skills you were able to find in your past searches. I appreciate your help in this project.
I'm in need of a comprehensive project report to assis...projections that can demonstrate the feasibility and profitability of the startup, specifically focusing on the loan amount requested (between INR 15Lakh to 20Lakh). - Break-even analysis that can help potential lenders understand the risk and reward of investing in this venture. The right candidate for this job should possess a solid understanding of the Food and Beverage industry, as well as a background in financial analysis and reporting. Previous experience in assisting startups in securing funding or creating detailed project reports for the purpose of obtaining loans would be a significant advantage. They should also be able to clearly articulate complex financial data in a way that is easily understandable to pot...
Information Collection on Vehicle Display Devices <Request> Please collect product information of cars equipped with the technology explained in the “2. Technology Description” section below. *Note Do not collect information only based on the information listed in “1. Background” and “3. Reference Information” (Sections 1 and 3 are for reference only) 【1 Background】 This is about vehicle display devices. In this device, before an autonomous vehicle overtakes an obstacle, a mark indicating the overtaking direction is displayed on the front window by a device (HUD device) that projects it. This allows people in the car to know the planned action of the autonomous vehicle in advance, and can reduce anxiety caused by the autonomous v...
I'm looking for a skilled software tester to help me evaluate a web application I've developed, specifically tailored for the construction industry. Key aspects of the project include: - Ensuring the application is user-friendly and intuitive, particularly for professionals in the construction industry. - Checking the functionality and performance of the software, particularly in relation to: - Project management: The software should allow users to plan, execute, and manage construction projects effectively. - Resource allocation: The software should help in managing and allocating the resources needed for construction projects. - Production information: The software should be able to provide and process critical production data...
