Using matlab plot graphs jobber

I'm leading a forward-thinking project focusing on the visualization of complex metagenomic data and am in need of an experienced data analyst with a knack for creating compelling visual stories from raw data. Key Responsibilities: - Develop innovative data visualizations that effectively communicate research findings. - Translate complex metagenomic data sets into understandable charts, graphs, and other visual formats (additional types based on client's discussion). Must-Have Skills: - Proficiency in data analysis and visualization tools (e.g., Tableau, R, Python with Matplotlib/Seaborn). - Strong background in statistical analysis. - Experience with biological or metagenomic data (preferred but not required). - Creative thinking to present data in an intuitive and eng...

I'm seeking a proficient Node.js developer to bring my project to life. Here are the essentials: - **Server-side Development**: Crafting a robust backbone for my application. - **API Integration**: Seamlessly connecting with other services and ensuring efficient data exchange. - **Real-time Data Processing**: Implementing mechanisms for instant data handling and responsiveness. **Key Skills**: - Proficient in JavaScript, specifically with Node.js frameworks. - Experience with both consuming and deploying APIs. - Capacity for developing real-time data processing functionalities. **Project Goals**: - Execute JavaScript code effectively on the server-side. - Achieve flawless API communication. - Ensure user interface remains responsive and interactive. *Looking for an individual ...

...skills including formulas, pivot tables, and charts - Experience with financial analysis and modeling - Keen attention to detail and accuracy - Ability to interpret historical financial data - Proficiency in forecasting and creating financial scenarios What I expect: - A clear, easy-to-understand model - Assumptions sheet for projections - Dashboard with financial summary and key metrics - Charts/graphs for visual representation of data Your bid should include: - Prior relevant work examples or portfolio - Your approach to building the model - Estimated timeline for completion - Confirmation of confidentiality regarding financial data I'm looking forward to collaborating with a professional who can turn these requirements into a dynamic financial tool that will aid in s...

Looking for infographics/graphs for the attached content. Three total infographics. These need to be created in Adobe Illustrator so I can adjust colors/content as needed.

I'm looking for a skilled freelancer to develop an Android application that effectively fetches vehicle data from a cloud source and presents it to the user in an intuitive way. Requirements: - Fetch various vehicle parameters like make and model, fuel efficiency, mileage, and Vehicle speed battery health etc. - Display the gathered information in user friendly format like graphs & maps - Implement secure user authentication via email and password. Key Skills: - Android app development - Experience with API and Firebase - UI/UX design for mobile applications - Knowledge of secure authentication methods The ideal candidate should have a strong portfolio demonstrating experience with cloud services and user authentication. I'm excited to work with a diligent and metic...

Discussion about buckling analysis using ANSYS

I'm seeking a seasoned Knack developer capable of creating a sophisticated application with specific features crucial to my business op...data remains protected and access is granted only to authorized persons. The ideal candidate for this project must possess extensive experience in Knack development, with exemplary skills in data analysis, user authentication, and access control systems. The tables and necessary data have already been created. The primary assistance will be with linking tables to produce the correct reports, graphs, comparisons, etc. Our internal system currently runs on multiple excel spreadsheets which we are aiming to reduce with either Knack or PowerApps or similar. Being a small company, pricing is sensitive, and we already have several microsoft365...

I've hit a snag with my PHP/MYSQL school attendance system. Thankfully, the issue is isolated to a single part of the platform: - The Attendance report page is laggy. - Slowdown occurs when filtering data by class/grade/subject. - Only tabular data is displayed—no charts or graphs. I am on the hunt for a performance guru with a knack for optimization. If you thrive on refining SQL queries and PHP execution, then your expertise is what I need. Let's make that report page lightning-fast together! Ideal skills: - Proficiency in PHP and MYSQL - Strong background in database optimization - Experience in troubleshooting and improving slow web pages - Understanding of efficient data filtering and retrieval techniques Your mission is clear: Diagnose the bottleneck and ...

I'm seeking an experienced developer to create a tool that will facilitate bidirectional data transfer between a MySQL database and Excel files. The tool must be built using PHP and be capable of handling both imports and exports efficiently. - **Import/Export Requirements:** - Must support importing data from MySQL to Excel (.xlsx format). - Must support exporting data from Excel (.xlsx format) to MySQL. - The system needs to handle specific tables and columns, which I will specify. - **Ideal Skills and Experience:** - Strong PHP development skills with a focus on data manipulation. - Proficient in SQL with a good understanding of MySQL databases. - Experience with PHPExcel or similar libraries that handle Excel file formats. - Clear understanding of Excel file...

I'm seeking an experienced screenwriter to craft a gripping crime thriller script intended for a YouTube video. Here are some key elements I’m looking for: - Proficiency in creating murder mystery plots set in an urban environment. - Demonstrable experience in the genre of crime thrillers. - Capability to del...elements I’m looking for: - Proficiency in creating murder mystery plots set in an urban environment. - Demonstrable experience in the genre of crime thrillers. - Capability to deliver suspenseful and engaging content suitable for a YouTube audience. Ideally, you should have prior experience writing scripts for YouTube videos or similar platforms. I anticipate a captivating, suspenseful and plot-twisting script that can grip an online audience looking fo...

I'm seeking an experienced Qt/C++ developer with a deep understanding of the QGIS API to create advanced custom widgets for a project I am working on. This project is essential for enhancing the user interface of a geospatial application with interactive map displays. **Requirements:** - Create custom widgets for QGIS using Qt/C++ - Widgets should enable interactive map displays - Implement drawing tools for shapes and lines - Integrate distance and area measurement tools - Facilitate dynamic layer toggling and management within the map **Ideal Skills:** - Proficiency in Qt framework and C++ programming - Previous experience with QGIS API - Knowledge in developing geospatial data analysis tools - Experience in creating user interaction elements for maps - Strong understandi...

...expert understanding of 3D modeling intricacies and a passion for realism will go a long way in helping achieve the project's desired outcome. As for an entry for the competition, a surface is being provided in dxf format, please prepare contour lines from this surface using OpenGL/DirectX & C++. Successful competitor will be awarded the full work Please read the following links as an example, but if you have better ideas you are welcome : for Open GL (1) (2) Creating contours is in the last part of this OpenGL help document along with example codes for DirectX (1)

Hi, We need a Indian Architect to design ultra modern luxury home all the latest features. The design and the materials which you're suggesting needs to be available and practically buildable in Chennai, Tamil Nādu (Reason for preferring Indian Architects) Plot area is 2400 sq.ft. (60 x 40) Looking build G+2 or 3. Need 4 or 5 bedrooms with Closed Swimming pool, Jacuzzi, Home theatre room and small Gym with lift. I'm expecting Architectural drawing package such as 2D plan, sections, elevations, blow up details and 3D views as deliverables from you. Note: 1. Kindly share your previous works showing luxury modern homes with good elevations. (Please don't send images downloaded from Internet) 2. I also wants to see the services drawings as well. I'm looking t...

My primary objective for this project is to decrease the operating costs of my electric bus fleet. It's crucial to employ MATLAB code, utilizing YALMIP and Gurobi, to achieve this. I am looking for an individual with intermediate-level experience in these platforms, and a strong understanding of optimization theory and objectives. There are some specific conditions that need to be taken into account during the optimization process. If you possess strong problem-solving abilities and creativity in meeting these project conditions, I would love to hear from you. I have done a basic coding and I want correction in it

... The goal of the project is to better efficiency and reduce harmonics, targeting a power range below 50kW. - Primary Project Spec: Input voltage: Vnom [Volt] 480/380V, three phase ● Input voltage variation: +/- 10% of Vnom ● Frequency 60/50 Hz ● Continuous apparent Power 16 KVA ● Continuous active power 16KW ● Input current, Inom [Amp] 30 Arms ● Power factor range@ full power >0.95 Using TI micro controller evel board TMS320F28377D The enclosed PDF shows the full system but for first stage we are only looking at doing the AFE Ability to built a prototype unit for testing is a benefit Ideal candidates should illustrate a solid background in power electronics, hardware and firmware design. Proven experience with AFE or related projects in the industrial sector wil...

I'm in need of a skilled freelancer versed in AI video creation tools, specifically Adobe Sensei, Google Cloud Video AI or Amazon Rekognition or any other best one, to craft a fun and playful 5-minute video from a script I will provide. Your expertise should include: -Expertise with AI video creation tools -Ability to adhere to a brief's specific theme or style -A keen sense of timing to create engaging content within a 5-minute timeframe Your portfolio should showcase previous projects mirroring this brief's fun, playful tone.

I want a high-impact, colorful and eye-catching 4*6 inch sticker design, to be used for labeling our Millet product line. This exciting project will be realized in Canva, an easy and reliable graphics tool. The information to be showcased...Canva, an easy and reliable graphics tool. The information to be showcased on the labels includes: * Product name * Ingredients * Net weight * Nutritional information The ideal candidate should have experience in creating product labels, preferably in the food industry. A strong understanding of design principles and knowledge on how to create eye-catching visuals is key, with a background in using Canva. Remember - the goal here is to have a visually stunning sticker that not only labels our product but also instantly catches the buyer�...

I am looking for a seasoned professional to assist with a critical task- Deploying .Net microservices into Azure Kubernetes Service using CI/CD azure devops and Docker compose. Since facing challenges in Packages and dependencies candidate should Know how to resolve this before the deployment. The focus for this deployment is mainly cost optimization. The ideal candidate should be well-versed with Azure Functions as it is the specific microservice technology we are using in our .NET application. Proficiency in employing this in content delivery and management scenarios is essential. This is a crucial aspect of the project, the microservices being tailored to handle these scenarios. Desired Skills and Experience: - Azure Kubernetes Services deployment - Azure Function a...

I'm seeking a skilled Tableau developer to help visually represent my sales data...visually represent my sales data. Key Responsibilities: - The primary goal is data visualization. - The data to be visualized is sales data. Desirable Skills and Experience: - Proficient in Tableau software. - Experience in visualizing sales data. - Expertise in creating bar graphs within Tableau. The goal is to create compelling and comprehensible visualizations of our sales data through bar graphs. The ideal bidder will possess strong proficiency in Tableau, particularly in creating striking and meaningful bar graphs. Past experience in sales data visualization would be preferred. Your work will play a significant role in our decision-making process, enabling us to better und...

I am in need of a savvy content creator who can design an interactive Way Finder for my multi-level firm utilizing the platform: The wayfinder should have the following features: •Interactive maps •Navigation instructions •Customizable design I need it to guide people across three or more levels within our office complex. When considering the customizable design, the following elements should take precedence: •Our company branding •User-friendliness •Visual appeal Creatives with prior experience in wayfinder design, particular familiarity with the OptiSigns platform, and a keen eye for brand consistency and UX design will be the perfect match for this project, and a must experiance with OptiSigns.

Looking someone who has experience implementing prediction analysis using AWS Bedrock Foundation ML models based on historical Jenkins error logs. we do not want to use any of custom ML model but FMs only. open for suggestions.

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I need a skilled professional specializing in inferential statistic...data obtained through echocardiographic measurements. Your responsibilities will include: - Conducting thorough analysis of complex inferential statistics - Transforming raw data into understandable results - Creating a comprehensive report inclusive of visuals and graphs The ideal freelancer for this project should have: - Extensive experience in inferential statistical analysis - Skills in data interpretation, particularly for echocardiographic measurements - Ability to create visually appealing and informative graphs and charts With your assistance, I'm looking to gain a profound understanding of the data at hand, and receive a comprehensive report replete with graphical representation that hi...

...description based on the tasks you provided. Here is one possible version: I need a competent data analyst to download and plot HSI (Hang Seng Index) data for a specific time period and analyse it for patterns, trends, and changes. Your main tasks and responsibilities will include: Downloading HSI data from [Yahoo Finance] or [] for 29 Dec 2023 - 13 Jan 2024. Choosing the frequency of the data, such as daily, weekly, or monthly. Plotting the data on a chart with a software tool such as Excel, Google Sheets, or R. Using colors and lines to mark the dates of the assembly in India. Analysing the chart for any differences between the two periods using statistical methods and graphical tools. Interpreting the results and comparing them with other factors th...

We need you to create a PHP script utilizing the mpdf library () to generate a PDF that precisely mirrors the provided HTML. Please include both the source code and the mpdf library code. Our current implementation with mpdf is causing issues, as evidenced by the problematic output in the file. As we are uncertain about the root cause, we request your assistance in promptly crafting a concise PHP script or making essential adjustments to the HTML to ensure compatibility with mpdf and generate a correctly formatted PDF.

...Visualizer AI platform. This platform is a SaaS service dedicated to building and showcasing online profiles for professionals. The key focus is to enhance user interaction and dynamically display user information in an engaging manner. Key Project Details: Project Goal: Develop a carousel where horizontal strips containing user data scroll horizontally as the user scrolls vertically on the page, using GSAP for smooth animations. Technology Stack: Strong expertise in nextjs, HTML, CSS, JavaScript, and GSAP is essential. Experience with JavaScript frameworks like React, Vue.js, or Angular is beneficial. GSAP Expertise: Deep understanding of GSAP for creating complex animations and ensuring a seamless, high-performance user experience. Responsibilities: Design and implement a res...

I'm seeking a creative graphic designer to create a compelling poster for a theatre production of a play called "The Christmas Truce". We're looking for: - A design that encapsulates a historical and solemn vibe, capturing the essence of the narrative. - Incorporation of symbolic elements from the play rather than specific characters or plot events. - A balanced blend of abstract and realistic styles that can create an impactful visual. Ideal freelancer will have: - Proven expertise in poster and graphic design - Strong understanding of historical context and symbolism - Ability to merge abstract and realistic design elements - Good communication for understanding and incorporating symbolic elements from the play. This poster will be a key marketi...

I need a savvy developer to create an effective stock technical screener. This Excel add-in should be able to: - Provide real-time stock data. - Feature customizable technical indicators. - Integrate with Excel, ideally with the functionality to import data smoothly. The screener should be designed to display results in both tabular format and through dynamic graphs/charts. It would be beneficial for the ideal applicant to have experience in financial markets, a strong understanding of technical indicators and superior skills in Excel VBA and Excel Add-ins.

I require a skilled freelancer to assist with a couple of key tasks to enhance my project. My website, built with custom code and set up for informational purposes, needs some refinements in its tracking ability. Key Tasks: - Set up Meta Pixel - Implement Google Analytics 4 Tracking Goals via Google Tag Manager Ideal Skills & Experience: - Extensive experience in website analytics - Proficiency with Google Tag Manager - Mastery of Google Analytics 4 - Familiarity with custom-built websites Please, I'd appreciate your help with this as soon as possible.

I am looking for a skilled website developer/designer to create a site that showcases my portfolio, attracts potential clients, and provides information about my services. The primary purpose of this website is to generate leads. Content Inclusion: - The website should incorporate a variety of content mediums including text, images, videos, and graphs. The effective integration of these different content types will be crucial. Features & Capabilities: - It should be designed to effectively showcase the breadth and depth of my portfolio to potential clients. - Information about my freelance services should be clearly conveyed and easy to understand. Ideal Candidate: - An efficient developer who has experience in creating portfolio-like websites. - Should possess a keen unders...

Frequency selective metasurfaces using OFDM signal Modeling the scenario with equations and developing the Matlab code to localize the users with position accuracy

I need an application that controls income and expenses and has graphs. Must run on Androids and iPhones You also need to have license control.

More details: Are you a talented video editor with a flair for using Canva to create visually stunning content? Look no further – we're on the lookout for a skilled freelancer to join our team and produce captivating travel reels for various destinations! Preferences: Video Editing Software: Canva Duration: 1 minute per travel reel Content Focus: Landmarks and Tourist Sights Local Culture and People Food and Cuisine Responsibilities: Research assigned countries for each travel reel. Source relevant videos online. Edit videos to craft engaging 1-minute reels. Incorporate text to explain landmarks, local culture, and delightful cuisine. Requirements: Proficiency in Canva for video editing. Strong research skills. Creativity and an eye for visual storytelling. How to Ap...

I am seeking a skilled PHP developer to implement social logins into my existing website using Auth0, enabling users to log in via their Facebook, Google, or Twitter accounts. Your role will primarily involve the installation and testing of the auth0 application. Key Responsibilities: - Enable social login feature via Facebook, Google, and Twitter - Ensure secure and smooth login process - Carry out necessary testing for functionality Applicants should provide: - Examples of past work, specifically highlighting experience in integrating social logins or using Auth0 No further modifications or additions to the website are necessary at this time. Ideal Skills: - PHP Development - Experience with auth0 Please only apply if you have relevant past work to showcase.

I have a vm based product that runs multiple services. I need to collect all kind of metrics and show them...usual processes like sshd, cron, systemd-timesyncd, rsyslog... solution specific: mysql, nginx, kamailio, asterisk,nodejs, php-fpm, redis-server... Own developed services need some custom metrics. We can provide scripts that will return the data when executed. Data is meant to be presented to non-it people as well as it people. Meant to be visually atractive and easy to understand. Less easier graphs rather than many complicated ones The deployment in the product must be via configuration files. Reproducible via ansible in many nodes. Security is a concern. Only people loged in our web app can access the data. Grafana login should be disabled and cross-auth or another sol...

I'm seeking a skilled freelancer to develop automation for generating social media posts. This tool should be focused primarily on Facebook, tailoring the content to engage with its unique user base. The main objective of this project is to elevate our brand's visibility. As a result, it is pivotal that the automated posts generated are catchy, relevant, and able to grab attention. Ideal skills and experience required for this project include: - Proven experience in social media automation and cross-platform compatibility, particularly within Facebook. - Strong understanding of social media platforms, user engagement, and brand visibility strategies. - Ability to produce innovative and engaging automated content that significantly enhances brand awareness. - Familiarity with ana...

...technical knowledge and an understanding of trading platforms to pen an informative piece on the use of Virtual Private Servers (VPS). The article should cover: - How traders can utilize VPS to host a trading platform and access it from any device. - The ways in which VPS setup, configuration, performance optimization, and security best practices contribute to successful trading. - The key benefits of using a VPS for hosting a trading platform, with a focus on remote access, increased reliability and uptime. - The piece should cater to those without specific requirements regarding their trading platform. Ideal freelancer skills include: - Detailed knowledge of how VPS works. - Familiarity with trading platforms and the benefits of remote hosting. - A writing style that can make...

...work under tight deadlines as the project needs to be completed ASAP • Have a background in Architecture • Have a proven experience in creating route maps specifically for property identification The final product should be user-friendly, marked with precise points, and should assist in the easy identification of properties. Address of the project :- PLOT NO. 13-14 AMAR PARK COLONY SARAI ROHILLA ZAKHIRA DELHI 110035 Total Area of the Plot:- 322 SQ. YARDS. Sample attached...

I am looking for a highly skilled and experienced coder in using YOLO8 or YOLO-NAS to help detect smoke in a video. The sample video to be analyzed is attached. Key Responsibilities: - Implement smoke detection in my video with high precision leveraging YOLO-NAS (8). - Enhance the algorithm to perform effectively regardless of the video provided. - Ensure high accuracy of smoke detection. Ideal Candidate Skills and Experience: - Proficiency in using YOLO8 or YOLO-NAS for object detection - Extensive experience in image or video analysis - Demonstrable successful projects in detection or similar task - Strong analytical capabilities to diagnose and address accuracy issues The underlying objective behind this smoke detection is not clarified yet, but ensuring high accuracy...

I'm searching for a seasoned React developer to create a user interface for my project. The complexity level of the interface is not basic, but...user interface for my project. The complexity level of the interface is not basic, but more of an intermediate level with some advanced features. Key skills and responsibilities include: - Proficiency in React development is a must - Enhancing the user experience by developing innovative, interactive elements - Implementing advanced features such as drag and drop functionality, interactive graphs, and charts - Enabling real-time data updates An understanding of aesthetics coupled with technical skills and a keen eye for detail will be an added asset. The ideal applicant is someone versed in the latest UI trends, techniques, an...

...column 29-41 headers from date provided to week 01, week 02 and so on till week 12. It should be dynamic not hard coded. The ideal freelancer for this job should have: - Extensive experience with Power Bi - Proven ability in creating dynamic dashboards - Proficiency in connecting to different data sources, particularly Excel - Strong skills in data visualization techniques, particularly charts, graphs, and tables/matrices - Knowledge in visualizing customer demographics data. Quick turnaround, precision, and excellent communication skills are highly valued for this task....

I'm seeking a savvy maritime logistics freelancer with an in-depth understanding and operational knowledge of the ANYLOGIC software. Success in this role hinges on your ability to: - Develop a model using ANYLOGIC focusing on the Synchromodal Container Transportation versus traditional unimodal transportation. - Execute a maritime transportation analysis, with a sharp focus on our supply chain optimization and port operations efficiency. - Draft an insightful report based on the model findings, particularly on the usage of the quay crane, overhead crane, truck, and forklift in our operations. - Include an environmental aspect in the report, with a focus on the potential environmental impacts associated with our operations. Your skills and experience in maritime logistics, pro...

...Swift to plot new, linear curves on the screen. I already wrote the application. What I need is someone to assist with using the new linear curves (ray tracing) to give me a working sample code I can tailor to what I need in my app. Basically I'm doing this using path today (CPU vs GPU) and I need it done in metal. I am using curves to be able to specify a radius of each point and have it make thicker lines with Metal. Basically I have an already working app, I am using path in swift to draw lines on the screen with basic x,y coordinates. This is very CPU intensive since I have a lot of lines. I made these work in the past using Metal but the lines were very thin. All I’m looking for on completion is a simple working example ...

I am seeking for a data scientist for 1 time project to create a model prototype with synthetic data. Tasks: 1. Create synthetic data based on some datasets that were created ...premade code create additional samples of data for model ingestion. 3. Execute in Jupiter notebook logistic model regressions (already made code) and calculate performances with building some performance graphs. This is not a solo project so you will need to communicate with me closely for guidance on each step. This is part of my volunteer project for creating a model concept without real data, due to lack of time need hands on help with finalizing the project. The candidate must: - have good experience in ML modeling - good data cleaning and data preparation - familiar with building graphs and ...

As an author, I'm about to publish a captivating fiction book and I am looking to collaborate with an experienced and creative book cover designer. I want the cover design to be a blend of abstract and literal representation, capturing the enchanting vibe of the story. Specifically, the cover needs to include: - The main characters of the story - Some symbolic objects significant to the plot line Ideal freelancers for this job should have: - Proven experience in book cover design, particularly fiction genre - A creative flair and vivid imagination to transform literary elements into visual representation - Ability to work closely with me (the author) to understand and communicate the soul of the story through design. Please share your portfolio, including any existing boo...

I need a highly skilled Bubble developer capable of creating a sophisticated client dashboard. The design has been created in Uizard and needs to reflect accurately in Bubble. The dashboard will connect with Zoho to accurately fetch and display specific elements: - Client information - Sales data These data should be presented in charts and graphs format to facilitate easy comprehension. Additionally, the dashboard should have filtering and sorting capabilities such as: - Date range filter for data - Category filter - A robust search bar for easy retrieval of data A detailed understanding of Bubble and Zoho integrations along with a knack for data visualization are crucial for completing this project successfully. You should be able to translate UI designs into functional, user-...

I'm looking for an expert graphic designer to make me a copy of my business cards using the existing template, but changing information on it. I'll provide you with the current design in PDF format. The project involves updating the contact information, company logo, and card layout, in addition to modifying the name and title. Ideal Candidate: - Proficient in working with PDF design files - Expert at updating layout while maintaining existing design - Experienced with changing contact information and logos on business cards. Your main responsibility would be keeping the design as it is while making necessary alterations. Please only apply if you are confident you can handle these tasks.

...model and 30-day prepaid access payment functionality. This financial indicator will apply a specific calculation to the Brazilian financial market stocks. Specific requirements include: -Familiarity with financial markets, specifically the Brazilian market -Experience with calculating the sum of differences between VWAP (volume-weighted average price) and stock prices of Ibovespa -Capability to plot the daily result as a percentage change from previous day's result Expertise in financial calculation algorithms and experience working with similar projects in the past would be advantageous. On completion, the users should be able to make purchases for 30-day access pass for viewing this exclusive financial indicator. Payment integration experience is a must. A keen eye fo...

"Design a Blazor WebAssembly application using MudBlazor to display Azure App Configurations side by side with different visual indicators for different conditions" Objectives: 1. Implement a Blazor WebAssembly application using MudBlazor to securely retrieve and display Azure App Configurations. 2. Incorporate Azure authorization in the application to access each of the Azure App Configuration stores. 3. Design visual indicators for different conditions using colors and iconography. Acceptance Criteria: 1. Application can securely access and retrieve Azure App Configurations after successful Azure authorization. 2. Data visualizer can display less than 100 configurations side by side without requiring pagination. 3. Different conditions for Azure App Confi...

An expert in AI model creation using TensorFlow is needed as a consultant for a project focused on the fleet management process for truck transportation of cargo. The goal is to seek the optimal allocation of resources.