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I am seeking a Sketchup Guru to create a 3D model for architectural visualization purposes. The ideal candidate should have experience in creating modern architectural designs and be able to incorporate intermediate level textures and materials for a realistic presentation. The project requires attention to detail and the ability to bring the vision to life. This project would be perfect for someone who is creative and skilled in using Sketchup to create visually stunning designs.
I'm looking for someone who can model 2 phase flow (humid air and ice) on a flat plate. Since the plate is cold, there will be frost formation on it.
I am looking for...consider for this project: Skills and Experience • Understanding and experience in working with various battery types • Proficiency in Matlab for creating simulations and testing • Strong analytical modeling skills Project Objectives • Provide research and suggestions on optimizing battery life, decreasing charging time and improving power output. • Develop a comprehensive Matlab model suitable for variety of scenarios. • Evaluate optimization results using different methodology – simulation and testing, analytical modeling or field testing. Please ensure you have in-depth knowledge in this field, assisting me in achieving optimal results. Besides, great communication skills and commitment to meeting ...
Portal details: We are seeking a highly skilled Drupal developer tin developing our existing Case Management System into a modular and API-driven architecture. The project involves migrating from Drupal 6 to the latest version of Drupal while implementing a Model-View-Controller (MVC) pattern to enhance maintainability and scalability. Responsibilities: • Analyze the existing codebase to identify areas for modularization and API integration. • Design and implement modular architecture following MVC principles, ensuring clear separation of concerns. • Develop RESTful APIs to facilitate communication between modules, adhering to industry best practices. • Refactor and migrate existing functionalities into the new architecture
I'm in search of an expert in Cisco Viptela SDWAN. We have a network that includes over 50 sites, and we're currently utilizing Cisco Viptela SDWAN. I'm looking for someone to assist with the following: - Setup and Configuration of Viptela SDWAN - Ongoing Maintenance services - Troubleshooting when necessary Ideal candidates should have prior experience working with Cisco Viptela SDWAN, particularly in large-scale settings. Your ability to ensure optimal performance and rapidly address any issues that arise will be key to successfully completing this project. Please detail your relevant experience and skills in your bid.
I'm in need of a data analyst who can help me with a predictive modeling task. I have a large data set from our bank and I'd like to use this data to develop a predictive model for credit scoring. Key Tasks: - Develop and implement a sophisticated predictive model for credit scoring - Test and validate the model to ensure it's accurate and reliable Ideal Skills and Experience: - Proven experience in predictive modeling in the banking sector - Expertise in credit scoring - Strong knowledge of data analytics and statistics - Proficiency in relevant software for data modeling and analysis Please note that the availability of structured data will be confirmed upon hiring. If you have experience in this field and think you can help, please get in touch.
I'm looking for a capable .NET developer to create a WebAPI using the Visual Studio template "WebApi Net core (Minimal api)". It needs to have Authentication and Authorization in place, using the X-API-Key. Key Requirements: - Authentication and Authorization: You need to enable X-API-Key based authentication and authorization for this WebAPI. - Data Model: The WebAPI will manage a simple 'City' table, performing basic CRUD operations. Expectations: - The X-API-Key should be hardcoded in the application. - The WebAPI should be developed using .NET 8.0 and the Visual Studio template "WebApi Net core (Minimal api)". - Data access should be implemented using EFCore. - Authorization should be handled through middleware. Ideal Skills and Experien...
Confirmis () is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis's business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision-making, particularly in developing economies. As a Site Verifier, you will be responsible for verifying a company’s existence through visual data by conducting a site visit to ensure that we provide reliable and accurate information to our client. JOB DESCRIPTION: • Conduct basic verification with the subject company’s authorized representative, such as line of business, key executives' names, etc. • Take pictures of the subject company and its vicinity, as per Confi...
Hi all we...changes were made to the server configuration. Specifically, some settings were modified which seems to be the root of the problem. I need an expert who can swiftly and accurately identify the problematic changes and rectify them. Key Qualifications: - Strong knowledge on centOS mail server configurations - Experienced in troubleshooting and resolving mailserver issues - Expertise in server and network configurations - Previous experience in fixing similar issues successfully. The freelancer should possess proactive communication skills, be prompt and efficient. The work needs urgent attention. Deliverables are: 1) Get our operational mail server working and being found on the web 2) Fix servers DNS especially host name 3) get Name servers operational and server dis...
Implement the virtua...according to the organisational requirements. =Install and configure the virtual machine according to the requirements. - Test the virtual machine to optimise its functionality. - Configure the IP addressing on the virtual machine and manage the virtual network as host only and bridged configuration. - Configure the virtual network as NAT configuration and also manage its services. - Test the optimisation and working of virtual network configuration. - Backup the virtual machine at the time of shutdown and restore its backup at the start up. - Back up the virtual hard drives and software configuration files and also restore this backup. - Test functionality of installed virtual machines and virtual networks against technical ...
Confirmis () is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis's business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision-making, particularly in developing economies. As a Site Verifier, you will be responsible for verifying a company’s existence through visual data by conducting a site visit to ensure that we provide reliable and accurate information to our client. JOB DESCRIPTION: • Conduct basic verification with the subject company’s authorized representative, such as line of business, key executives' names, etc. • Take pictures of the subject company and its vicinity, as per Confi...
I am working on finishing my basement as a spaceship themed theatre and need to convert my ideas into a model in SketchUp Process will be - I will provide an existing sketchup drawing with the shell of the room - I will provide inspirational Ai generated art showing what we want to achieve (but we will simplify it) - I will create videos of the space with what goes where and measurements so you can adapt it - Daily you will send the latest model and I'll suggest changes Desired Skills - interior design - audio and video equipment positioning
We are part of a worldwide network providing drug testing services. We have a presence in multiple countries. Our client wants us to conduct drug testing around Gifu, TAKAYAMA, Japan, 506-0012. We will reimburse you for your travel. We will train you on how to do it and provide the necessary supplies and tools. You will have to either go to the client's residence or office to collect the provided urine sample or rent a meeting room to host the session. Meeting room rental costs will be borne by us. Thereafter I will guide you on how to perform the testing hygienically and you will send us the result. We will compensate you for every test done.
...input any website URL or document, scan the website/document for relevant data, and then interact with an AI model to retrieve information from the scanned website. The application will also include a chatbot feature that can be easily integrated into other websites as a microservice. Additionally, the application will support payment methods for premium features. Requirements: Website / Document Scanning Functionality: * Users should be able to input any website URL or document into the application. * The application should scan the website and extract relevant data for processing. * Extracted data should be stored in a database for future reference. AI Model Integration: * The application should integrate with an AI model...
I need a freelancer who can make this complete website Language : Django /React Functionality: signin , Signup , forgot password , reset password , email and phone number verification .. User can create Add email id to them User can set a role for this users .. users wi have own dashboard .. user can add documents to the dashboard .. and accessable by all users of them whom invited , but only modify by who have administritive role .. and another page so on ..
I need comprehensive details extracted from the Parivahan vehicle RC database. Data output must be within range upto 1k range at once. Specific requirements include the: - Owner's name - Registration number - Vehicle model and make - Insurance expiration date - Owner contact number The need is urgent, so a quick turnaround is vital. An adept hand at data mining, especially relative to the Parivahan database, would be an asset. Familiarity with Indian vehicle registration systems or similar projects will also be advantageous. The project should prioritize accuracy of data above all, and a proven record in precise information extraction is essential.
The individual report (~4000 words) carrier's 40% weighting in the Transportation Studies module and will be assessed by an individual report submitted via canvas. In your report you would need to include the experimental and the model results of your selected noise barriers. You will be judged on how you have been innovative in your conceive, design and how you improved the performance rating of your noise barrier. Assessment Criteria 1) Conceive (research noise barriers) = weight age (10%) 2) Project 1: Performance of reflective/absorbing noise barriers = weight age (40%) 3) Project 2: Traffic noise mapping = weight age (40%) 4) Modelling of noise barrier = weight age (10%) Project Details: Project Description: We are seeking a skilled freelancer to assist with a projec...
I'm in search of a skilled IT Support Specialist to join my team on a part-time basis. Key Responsibilities: - Providing technical assistance and support to my organization's users - Troubleshooting and resolving hardware, software, and network issues - Setting up, managing, and maintaining our IT systems - Ensuring our systems and data are secure - Assisting with IT-related projects and upgrades - Offering training and technical guidance to users Ideal Skills and Experience: - Proven experience as an IT Support Specialist or similar role - Excellent knowledge of technical management, information analysis, and computer hardware/software systems - Strong problem-solving skills and ability to communicate technical information effectively - Familiarity with various operatin...
...specifications. These drawings will serve as the basis for creating the 3D model in AutoCAD. Assembly Drawings: Combine the individual component drawings into assembly drawings that show how they come together to form the complete diptube structure. Prototype Blueprints: Translate the design into preliminary blueprints using AutoCAD. These blueprints should provide a clear representation of the diptube design, including all necessary views (e.g., top, side, front) and dimensions. Annotations: Include annotations on the blueprints to provide additional information where necessary, such as material types, surface finishes, or manufacturing processes. AutoCAD Model: Create a 3D model of the diptube using AutoCAD. This model will allow for further analysis an...
...Understanding Bitcoin: The Basics Bitcoin operates on a decentralized peer-to-peer network, utilizing blockchain technology to facilitate secure and transparent transactions without the need for intermediaries such as banks or governments. Unlike traditional currencies, which are controlled and regulated by central authorities, Bitcoin is governed by a network of nodes that collectively validate and record transactions on a public ledger known as the blockchain. The Mechanics of Bitcoin At its core, Bitcoin is a digital asset that can be exchanged and transferred electronically. Each Bitcoin is represented by a unique cryptographic code stored on the blockchain, which ensures the integrity and security of the network. Transactions are verified through a process cal...
...Understanding Bitcoin: The Basics Bitcoin operates on a decentralized peer-to-peer network, utilizing blockchain technology to facilitate secure and transparent transactions without the need for intermediaries such as banks or governments. Unlike traditional currencies, which are controlled and regulated by central authorities, Bitcoin is governed by a network of nodes that collectively validate and record transactions on a public ledger known as the blockchain. The Mechanics of Bitcoin At its core, Bitcoin is a digital asset that can be exchanged and transferred electronically. Each Bitcoin is represented by a unique cryptographic code stored on the blockchain, which ensures the integrity and security of the network. Transactions are verified through a process cal...
I'm in need of an experienced developer who is skilled in...for Text-to-Speech (TTS) applications. In this project, I require assistance in training a dataset from scratch to create a functional, ready-to-use model for Coqui AI TTS specifically designed for the French language using a specific voice. Key requirements: - Intermediate to Advanced level experience in machine learning and NLP. - Previous experience in training TTS models, especially with Coqui AI. - Proficiency in French is a plus. - Familiarity with working on a model for a specific voice. The ideal candidate should be able to guide me through the process of dataset preparation, model training and fine-tuning, and assist in making the model ready for deployment. Please only apply if you have...
I'm seeking a skilled and experienced Machine Learning expert to assist me with an image recognition project focused on vehicle detection using pre-trained YOLOv8 model. Key Requirements: - The main task at hand is to help me in adding some extra features to the existing model for detecting various types of vehicles in images. Ideal Skills and Experience: - Proven experience in applying ML to image recognition tasks. - Strong understanding and practical experience with object detection. - Proficiency in working with image datasets and training models for object detection. - Prior experience with detecting vehicles in images would be advantageous. - Ability to deliver high-quality, accurate and efficient ML models for image recognition. If you have a strong background ...
I'm seeking a freelancer with expertise in website speed optimization, specifically through the implementation of Cloudflare. My website is built on WordPress and is hosted on one.com. The main goal here is to ensure that the site loads quickly for users in Asia, but without disrupting the email services that I also have hosted on one.com. Here's what I need: - Analysis of the current state of my website to determine whether a Content Delivery Network (CDN) is already in place. - Configuration of DNS settings, which I can provide access to, for Cloudflare integration. - Testing the website after Cloudflare is implemented to verify improved speed for Asian users. - Ensuring no impact to existing email services. Ideal candidates will have prove...
Training for model deployment, training and fine tuning. Agenda for training session - Quick intro (concept, process, procedures and tools) - Environment requirements and setup - Installing / deploying a model (local and cloud) - Training a model (prerequisites included) - Fine tuning a model - Running ML Model with API - Q & A
I am seeking a skilled developer with experience in developing network marketing and sales management systems. This project will involve the creation of a comprehensive system that integrates sales and inventory management, along with a mobile application for Android and iOS. Key Features of the System: - User Registration and Login: A secure and easy-to-use registration and login system for users. - Sales Tracking and Reporting: Ability to track sales data and generate detailed reports. - Inventory Management: Manage and track product inventory within the system. - Partner Activity Tracking: A feature that tracks partner activities, sales, and commissions. - Communication & Marketing Tools: The system should include tools for email marketing, social media sharing and posting, ...
...step in the video, recording a video during the application and explaining the steps in audio I'm looking for a seasoned network professional with experience in Zeek intrusion detection system. The main goal of this project is to monitor network traffic effectively and provide real-time alerts. Key Responsibilities: - Set up and configure the Zeek intrusion detection system on a virtual network. - Based on the project goal, the emphasis is on monitoring network traffic efficiently. - The type of network traffic to be monitored was not specified, thus a capability to monitor both LAN and WAN traffic would be ideal. Required Skills & Experience: - Proficiency in network monitoring and security. - Extensive experience with setting up...
I'm seeking a creative designer to create a unique and engaging logo for my cosmetics brand, "Sue - beauty". The design should mainly utilize the colors black, white and have a subtle touch of gold or a beautiful brown. Although I don't have a specific symbol in mind as I trust the designer's expertise and creativity, ...utilize the colors black, white and have a subtle touch of gold or a beautiful brown. Although I don't have a specific symbol in mind as I trust the designer's expertise and creativity, the logo should embody the elegance and sophistication of the beauty industry. Proficiency in graphic design and previous experience with cosmetic-related design projects would be beneficial for this project. I put a model of the sample the client ...
...containerizing a Docker application. I'm interested in your expertise in managing containerized applications, ensuring they can scale effectively, and maintaining a high level of security. Key Tasks: - Containerization: Implementing the best containerization platform based on your experience. - Scalability: Designing a solution that can easily scale and handle increased loads. - Security: Ensuring network isolation, access control, and secure image signing are properly implemented. Ideal candidates should have: - Strong experience with containerization platforms like Docker Swarm, Kubernetes, or Apache Mesos. - Proven expertise in designing and maintaining scalable architectures. - A comprehensive understanding of security principles specific to containerized applications....
Looking for react native/php developer to take a list of bugfixes. We need someone to start now and work on EST timezone
I'm looking for an experienced CAD designer to help convert my 2D PDF into a fully interactiv...looking for an experienced CAD designer to help convert my 2D PDF into a fully interactive 3D plan using AutoCAD. The reproduction should have a medium level of details to capture the critical components of the plan but don't necessarily have to be high detailed with textures. Ideal Skills: - Proficiency in AutoCAD - Experience in converting 2D blueprints to 3D models - Ability to make the 3D Model interactive Experience in creating interactive 3D models is crucial for the successful completion of this task, as the final output will need to respond interactively to the user's prompts. Expertise in AutoCAD software will also be important to accurately and efficiently co...
Confirmis () is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision making, particularly in developing economies. JOB DESCRIPTIONS & REQUIREMENTS: - Conduct research the provided [individual(s) or Party(s)] in all litigation sources in both native language (Cambodian) and English; - Conduct research the provided [individual(s) or Party(s)] in all bankruptcy and insolvency sources in both native language and English; - Conduct research the provided [individual(s) or Party(s)] in all local and national news medias and social media in both native language and Englis...
...MobileBERT model for a Named Entity Recognition (NER) task in Tensorflow. The model should be able to detect specific entities in text queries relating to various types of media files. The ideal freelancer for this project would have a solid understanding of Python, machine learning, NLP, and experience with BERT models. Features of the Python Script: - Process text queries obtained from a CSV file (example CSV attached) - Detect entities such as: - Persons - Places - Events (e.g., weddings) - Dates - Number of individuals visible - Media type (Image, Video, Audio, Text) - Detailed type (Interview, Landscape, Close Up, Group, etc.) - Length - Content - Retraining should be based on a provided CSV file containing Sentence, Entity, and IOB Tagging traini...
I'm looking for a proficient Python developer to create a script that can ef...proficient Python developer to create a script that can efficiently scrape active IPs from a text file I will provide. The following specifics are required in this project: - The Skill-set: Strong Python programming skills, experience in IP scraping and working with text files would be an advantage. - Task Details: You need to extract the 'Activity Data' from these IPs. Profound knowledge in network protocols is a must-have. - Output Handling: The activity data extracted should directly be written to a text file. A clear understanding of FileIO operations in Python would be crucial. A successful completion of this project might lead to more future collaborations. I'm looking for...
In need of an AI expert to create a proof-of-concept model for accurately matching laboratory supplies. Key Responsibilities: - Building an AI system tailored toward processing less than 5 attributes per item. - Ensuring accuracy in matching products, specifically focusing on laboratory supplies. Ideal Candidate: - Highly skilled in AI development. - Previous experience in product matching software. - Knowledgeable about laboratory supplies preferred. Expectations: The chosen freelancer will deliver a proof-of-concept model highlighting how the AI system improves accuracy in matching each lab supply based on specified attributes. Your creativity and expert insight are crucial in reducing manual efforts in our current process.
Confirmis ( ) is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision-making, particularly in developing economies. As a Site Verifier, you will be involved in our pre-employment screening by conducting a visit to our candidates’ former employer address with the candidate’s consent letter. JOB DESCRIPTIONS: • Conduct the site visit to the candidate’s former employer • Conduct the basic verification about the candidate in the candidate's former employer; to verify whether the candidate was indeed an employee at the specified company. &...
Confirmis () is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision making, particularly in developing economies. Targeted party(s): 1 company and its BODs PLEASE FIND THE JOB DESCRIPTIONS & REQUIREMENTS BELOW: -Conduct research the provided [individual(s) or Party(s)] in all litigation sources in both native language and English; -Conduct research the provided [individual(s) or Party(s)] in all bankruptcy and insolvency sources in both native language and English; -Conduct research the provided [individual(s) or Party(s)] in all local and national news
I'm having some issues with my network connection dropping and I need an expert in network analysis, specifically using Wireshark, to help me troubleshoot. Specifically, the project will entail: - Analyzing TCP traffic - Identifying and addressing the root cause of the persistent connection disruptions - Providing detailed reports on findings and recommendations for solutions Ideal skills and experience for this job: - Extensive experience with Wireshark and other network analysis tools - Knowledge of TCP - Expertise in troubleshooting connection drops - Strong report and documentation skills If you've successfully performed similar network troubleshooting tasks in the past, I'd love to hear from you.
I need an expert in renewable energy and optimization in Matlab to help me with a specific project. The project focuses on the optimization of energy storage systems, with a specific focus on batteries. Key tasks include: - Utilizing Matlab to model and optimize energy storage systems, particularly batteries. - Implementing and testing different optimization algorithms to determine the most efficient storage configurations. - Analyzing and interpreting the results to provide practical and insightful recommendations for energy storage optimization. The ideal freelancer should have: - Proficiency in Matlab and experience in the field of renewable energy. - Proven experience in optimization, preferably with a focus on energy systems or similar. - Specific experience with battery ene...
Project Title: Conversion of FBX File to GLTF Format Project Description: We are looking for a skilled freelancer to convert a detailed 3D model from FBX file format to GLTF format. The model is currently optimized for use in 3D rendering software, but needs to be converted to GLTF for compatibility with web-based applications. Responsibilities: - Convert a high-quality FBX file into GLTF format while retaining all textures, materials, and animations. - Ensure the converted file is optimized for web use, with careful attention to minimizing file size without compromising the visual quality. - Provide technical advice on maintaining the integrity of the 3D model during the conversion process. Requirements: - Proven experience in 3D modeling and file conversion, spec...
Detailed overall drawings will be provided ① Production of frame model - Basement of the first basement floor and first floor above ground, designated expression - Expression of floor level difference between the 2nd and 6th floors above ground - Expression of external finish ② Production of detailed reinforcement model - Column, girder, beam (at least 1, reinforcement spacing doubled) - Foundation, slab (only partial representation) ③ RC beam bending, shear analysis and design ④ Preparation of detailed labor distribution model (planned) schedule ⑤ Detailed reinforcement model (planned) construction cost estimation - Quantity calculation basis, work type statement, tally table, bar chart - Scheduled for final presentation - actual comparison ⑥ Preparation of fin...
As a client, I'm seeking the assistance of an experienced blockchain developer to help with the creation of a decentralized finance (DeFi) pl...not specified during our discussions. The abilities of providing liquidity pools, yield farming, lending and borrowing facilities are welcome. - I have a design and branding concept in mind, which would be provided to help maintain the aesthetics and user-interface of the platform. Preferred Skills and Experience: - Extensive experience in blockchain development, particularly on the Solana network. - A solid understanding of SPL token and decentralized finance platforms. - Strong skills in user-interface design to implement the specific design concept I have in mind. Feel free to state your experience related to this field when pl...
We have a 2D project in Autocad, and we need to model it using Aveva's E3D software. For this need, we need to model the disciplines of: Civil; Mechanics / Piping (we have already modeled the piping and can deliver it via ); Electrical; Automation / Instrumentation. We will send all projects in the 2D version. It is necessary to create the database using Brazilian technical standards for the petochemical area, which we will provide. We need to receive from this project: - Database; - Plants and Sections extracted from E3D; - Lists of Materials. The deadline for delivering the project is 04/22/2024. All projects must be configured and delivered in Brazilian Portuguese. We will attach all projects for preparation and will be available for questions during the preparat...
I'm in need of a freelancer who can help me generate leads focused on the corporate gifting sector. The ideal candidate should have: - Previous experience in lead generation, particularly in the corporate gifting industry - A network of contacts or the ability to create connections within the sector - A creative and strategic mindset to identify potential clients and business partners - Excellent communication skills The main aspects of the project are: - Understanding my business's requirements for corporate gifting - Identifying potential clients and business partners - Generating leads that can be converted into successful business transactions The end goal of this project is to build a strong portfolio of leads that will help grow my business in the corporate giftin...
I'm looking for an expert with experience in designing and rendering architectural drawings for secondary homes. The home should be between 500 and 1000 square feet. Essential features include separate living area and bedroom. Ideal freelancer would have: - Extensive experience in architectural design and drafting. - Knowledge of small home design. - ...include separate living area and bedroom. Ideal freelancer would have: - Extensive experience in architectural design and drafting. - Knowledge of small home design. - Ability to adhere to specific space and layout requirements. - Portfolio demonstrating similar projects. Deliverables should include comprehensive drawings detailing all aspects of the home, geared towards ease of construction. A model or 3D rendering would ...
See "pair programming/code walk-through" for details. This is just a 3h milestone to see, if it makes sense to collaborate.
I need a freelancer to analyse three different types of vision transformer models: ViT, DeiT, and CCT. The evaluation must focus on their performance in classifying various eye diseases such as Glaucoma, Macular Degeneration, and Diabetic Retinopathy. The key objective of this project is to pinpoint the most efficient model for the task at hand. Skills and Experience: - Proficiency in working with ViT, DeiT, and CCT models. - Strong background in analysing classified images of eye diseases. - Proven record of implementing different vision transformer models for disease classification tasks. These are the research questions I need in my research 1. Which eye diseases may be detected using the primary classification image models? 2. Which datasets are used by vision transformer...
Detailed overall drawings will be provided ① Production of frame model - Basement of the first basement floor and first floor above ground, designated expression - Expression of floor level difference between the 2nd and 6th floors above ground - Expression of external finish ② Production of detailed reinforcement model - Column, girder, beam (at least 1, reinforcement spacing doubled) - Foundation, slab (only partial representation) ③ RC beam bending, shear analysis and design ④ Preparation of detailed labor distribution model (planned) schedule ⑤ Detailed reinforcement model (planned) construction cost estimation - Quantity calculation basis, work type statement, tally table, bar chart - Scheduled for final presentation - actual comparison ⑥ Prepa...
