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...both visibly and structurally. The aim is to maintain the harmony of the overall design but update the exterior aesthetic. Key aspects of the project include: -Crafting a roof design that's a blend of hip and gable styles. -Designing elevation drawings which highlight the proposed addition and its integration with the existing house -Exterior plans for builder to utilize to ensure model is followed. Looking for more than just a rendering for ideas but actual plan. -Design idea to modernize the current exterior a bit from where it is at currently while still maintaining some of the traditional features of a home in the woods. Desired Design Expertise: - Extensive experience in drafting, architecture, and design. - Proficient in creating dormers and ...

...Capacitor application developed on Angular 13; every time an iOS user tries to sign in using Apple SignIn, it constantly returns an error - CODE unimplemented. The required dependencies for Apple Sign in have been installed yet this particular error persists. Hence, I'm in dire need of an experienced Angular developer who can zero in on this problem and rectify the error effectively and urgently. The appropriate freelancer should have: - A deep understanding of Angular 13 and its nuances - Significant experience with the Capacitor framework - Authenticating apps via Apple SignIn - Strong debugging and problem-solving skills - Familiarity in handling 'CODE Unimplemented' error is a plus Your main responsibility will be to find the root cause of the issue ...

I need a professional who can help me to develop a comprehensive model for measuring return on investment (RoI) through the use of analytics. We run a web e-learning platform where our customers are businesses who buy our subscriptions to teach language training courses to their employees. We invest in talent development to make our courses better. We are looking for a presentation which can now help us in tracking RoI and an approach to enable decision makers. Looking at below specific questions to be answered: ● Main metrics to track and approach to measuring ROI ● Different use cases or objectives and their potential impact on ROI ● Determination of cost. Any other potential factors? ● Feasibility ● Utilization of external data points Applicant should specifically provide: ...

I need a professional who can help me to develop a comprehensive model for measuring return on investment (RoI) through the use of analytics. We run a web e-learning platform where our customers are businesses who buy our subscriptions to teach language training courses to their employees. We invest in talent development to make our courses better. We are looking for a presentation which can now help us in tracking RoI and an approach to enable decision makers. Looking at below specific questions to be answered: ● Main metrics to track and approach to measuring ROI ● Different use cases or objectives and their potential impact on ROI ● Determination of cost. Any other potential factors? ● Feasibility ● Utilization of external data points Applicant should specifically provide: ...

As a designer, you'll be tasked to generate a full 3D model of a 4-5 gallon PET plastic water cooler bottle and its separate encasement canister using AutoCAD. This project will involve: - Detailed design, providing an accurate 3D AutoCAD model including all design features and details required for a prototype to be made. - A thorough specification document containing the material requirements, measurements and tolerances of each component. Although there is no timeline restraint on this project, we encourage progress updates and regular discussions to ensure a successful outcome. Preferred skills and experience include: - Expertise in AutoCAD - Previous experience with product design and specification documentation - Knowledge of materials, measurements, and toler...

Project Overview: We are on the lookout for an experienced AI developer with a strong background in Natural Language Processing (NLP) and Machine Learning (ML) to join us in developing a sophisticated content analysis tool. This project aims to leverage AI technologies to classify and analyze text data efficiently. The tool will be able to categorize a news outlet's political ori...development. What We're Looking For: Problem-Solving Skills: Ability to approach challenges creatively and find innovative solutions. Communication: Commitment to maintaining open lines of communication, sharing progress updates, and discussing obstacles as they arise. Ethical Awareness: An appreciation for the ethical considerations inherent in AI development, especially regarding data handling an...

I need boiling water (actually cooking oil) as demonstrated in this tutorial: Instead of a glass it would be in the tank of a fryer (see attachment ). Blender model of fryer will be provided for you to work with.

Hi Rolf, Here is a quote for the 3D model files of cosmetic dispenser and box. Thank you. Best regards, Bryan

...platform that helps digital businesses, creators and users make a living on the internet by offering solutions needed as follows 1) AI content creation leveraging GPT4,MIDJOURNEY APIs or other affordable video and image creation APIs. 2) Publishing content created on Doofdi straight to social media channels 3) Connecting Publisher/advertisers with targeted audiences through a unique revenue-sharing model. 4)Users discover and engage with interesting content from advertisers/publishers and earn rewards for their engagement. This drives high traffic and engagement for advertisers/publishers at an affordable cost. Project Goals: Develop a user-friendly and visually appealing website. Create a seamless user experience for both creators of our AI platform advertisers and users....

...optimization process is carried out using a Particle Swarm Optimization (PSO) algorithm implemented in Python. The optimized design parameters are then used to create a finite element model of the component using PyANSYS, a Python interface for the ANSYS Parametric Design Language (APDL). The project involves two main tasks: Implementing the PSO algorithm with Pareto optimization to find the optimal design parameters that minimize the three objective functions while satisfying the specified constraints. Integrating the optimized design parameters into the PyANSYS code to create and analyze the finite element model of the mechanical component. The project requires knowledge of Python programming, optimization techniques (specifically PSO), finite element analysis, ...

I need a machine learning engineer who is skilled at Python programming. The role includes handling multiple tasks: - Data preprocessing: You are to organize and transform raw numerical data to get it ready for model training. - Model training and evaluation: This involves designing and testing the efficiency of the machine learning model. - Prediction and Decision making: Following a successful model training, you'll be responsible for making predictions upon new data entries and helping me make informed decisions based on those predictions. A deep understanding of data analysis using Python, experience in numerical data processing, and a solid background in machine learning would be ideal for this job.

I'm in need of a skilled freelancer who is an expert in Excel 365 and specifically skilled in VBA automating tasks. The main function of this role includes: - Automating tasks in Excel 365 - Utilizing VBA to generate regular reports - Should work in Windows and Macbook both The ideal candidate for this project has strong experience in using Excel 365, with specific knowledge in automating tasks through VBA. I am especially interested in those who have a proven track record of generating regular reports using VBA. Please include examples of similar work in your proposal.

Create a model which can output the answer for the minimum number of steps required to solve the puzzle. Beyond the answer for the minimum number of steps, the model should also be able to output the steps taken. Ideal Skills: - Expertise in Model Development - Proficiency in Pygame - Strong analytical skills Your ability to adapt quickly, being innovative and creative in the development of the model and overall logical reasoning will make you the perfect fit for this project.

I require a skilled professional comfortable with Linux system administration. A very important part of this project is the Installation of FFMPEG w...be able to install the latest version of FFMPEG. - CUDA support on the FFMPEG must be duly enabled. - The main goal after installation is to achieve top-notch video encoding performance. - Professional experience or technical understanding of video encoding software and processes is a plus. - You must have prior experience or know-how dealing with Nvidia graphics cards, particularly the 1080ti model. I have root/administrator access to the server and will provide the necessary permissions and resources for efficient task completion. This project may require further discussion before commencement. Can't wait to work with the bes...

I’m seeking expertise in AI and ML to build an object detection system focused on identifying unusual behavior or movements, specifically designed for a YOLO suspicious activity detection context. Your task involves creating, training, and optimizing an AI model that will accurately detect unusual patterns and activities in different scenarios. Key Job Requirements: - Proficiency in AI and ML algorithms, particularly object detection techniques - Previous experience in working with You Only Look Once (YOLO) real-time object detection systems - Ability to work with varied and complex activity data sets - Strong problem-solving ability in handling potential challenges in activity pattern recognition. Desired Skills and Experience: - Previous work on surveillance and detection...

...expert to convert a BIN file specifically for TMS320F28062 into Assembly code. Key requirements: - Prior experience working with low-level programming languages, particularly Assembly - Strong proficiency in code conversion, specifically from BIN to Assembly - Extensive understanding of TMS320F28062 Detailed scope of work: - Translate all the given BIN files for TMS320F28062 into Assembly language - Ensure high-level optimization of the converted code to maintain efficiency - Add extensive comments throughout the code for better clarity and understanding of each module/function Skills desired: - Proficient in Assembly language - Experience with microcontrollers, especially TMS320F28062 - Understanding of high-level code optimization techniques ...

... specifically electricity generation and distribution. The main objective will be to develop a financial model for a project feasibility study. Specifically: a) Given a capacity mechanism (payment) of $x/MW, 5 % capacity factor, what is the LCOE to target for a rental power solution (gas fired)... given some assumptions on gas supply b) Outcome includes a NPV of cash flow for floating power by displacing the coal fired power station. c) Review more data which can be useful, some brief background and critical note on the noise around key market players Key tasks include: - Analyzing historical financial data, which I'll provide - Developing a high level financial model Ideal Skills and Experience: - Proven experience as a Financial Modeller - In-dept...

I'm seeking an expert in WooCommerce to create an online shop that allows for the sale of auto parts. The website should prominently focus on a highly proficient level on "Professional Part Finder," which should specifically feature 'search by vehicle model'. Key Deliverables: - Development of a user-friendly interface with seamless navigation - Integration of top-notch product listing capabilities Ideal Skills and Experience: - Solid understanding of WooCommerce and E-commerce - Previous experience in creating a website with an emphasis on auto parts and "Professional Part Finder" - Ability to demonstrate skills through previous experience. Please include your past relevant experiences in your application. This project is a great opportunity...

I'm seeking an experienced developer to create a comprehensive dropdown system linked to multiple table views. Expertise in creating dynamic data UI is crucial. Key Project Details: - The primary function of the dropdown is to display various options. - The table views will contain a mixture of numerical and textual data based on the dropdown selection. - The displayed data in the table views is to be directly linked to the options selected in the dropdown, and should update accordingly. Candidates with a thorough understanding of data integration with UI elements will have an advantage. Knowledge of data filtering and sorting methods, as well as an ability to opt for effective, responsive design is also desirable.

Please bid. who have alredy worked on this. dont waste my time. I am in need of an experienced individual who can improve my Android application (Java XML), specifically, integrating in-app purchases for premium features and incorporating rewarded AdMob videos. Key tasks will include: - Incorporating a feature that allows in-app purchases of premium features; the specifics will be discussed upon choosing a freelancer - Integrating AdMob rewarded videos in an appealing and functional way that enhances user experience, not deters it This project requires someone with: - Proficient experience in Java XML - Proven records in Android App development - Prior work with AdMob and in-app purchase integration Please, asserting experience with in-app purchases and AdMob integrations are abs...

Need ideas for home planning with square footage in 3D

Looking to re-envision my current logo with a three-dimensional concept. Need someone experienced in 3D modelling who is able to convert an existing RGB image into a 3D STL file. Task Specifications: - The input will be an RGB file - The final 3D model should have medium dimensions, fitting well within the range of 500px - 1000px - Deliverable will be an STL file Ideal Candidate Skills: - Proficiency in 3D design, preferably with logo transforming experience - Understanding of RGB color model - Familiarity with STL file formatting I would like the Helix logo with on a base block with the actual twisted steel fiber standing in front of the name. the rebar is .5 millimeters wide 25 millimeters long and 6 twist. I want it blown up to be at least 6" long. in front of ...

...to make a same form as this web site We need to make a Multi-Page form Page 1: Page 2: To get all car brand and logo We will use this API and Page 3: select the car model in this page we need to select the car model Page 4: then here user have to select the generation as we have in the API Page 5: In this page user have to select the car energy like Gazoil, Petrol, Hybrid or Electric Page 6: User have to select a KMS range Page 7: Then here we need to show him a summary view as this Page 8: Then here

I've got a web application with user authentication, data input forms, and search functionality that is already developed and running on PHP 8.2. However, I need a masterful PHP / MariaDB developer who can help to get it running impeccably in PHPStorm along with remote SSH development on a Raspberry Pi device, all without any database errors. The job calls for someone well skilled in: - In-depth knowledge and experience with PHP and MariaDB - Being familiar with PHPStorm and Raspberry Pi - Solving Database issues (how do we determine what tables to create?) I have access to a running system and we can grab any DB data we need. I don't need a full database migrated, just a working PHP web application that doesn't report all these errors. This is not a long term commitm...

I have built out an Alteryx web scraping model that mostly works, however, there are some issues, i think it's due to something related to the latitude and longitude requirements of the API perhaps, some cities work and others don't. I am looking to query by city to see which dental services are available in that city. Within the attached model i have provided the list of cities, the website to query, some additional customizations required and some details on the issues. I mostly just want the Download tool configured to pull from all cities, i can cleanup the JSON outputs myself, though feel free to do that :) I would like to scrape the Sunlife Lumino Website.

I'm embarking on an exciting project that fuses the realms of electrical engineering, power systems, and telecommunication networks. My primary goal is the development of a sophisticated mathematical model. IDEAL SKILLS: - Proficient in Electrical Engineering - Knowledge of Power Systems and Telecommunication Networks - Expert in Mathematical Modeling KEY REQUIREMENTS: - Develop a mathematical model encompassing the aforementioned areas. - Leverage knowledge of differential equations, matrix algebra, and probability and statistics for the model. I look forward to a fruitful collaboration. Your expertise will be of immense value to this project.

More details: What type of building is the lighting design for? A new residential building class 1a. Must meet Australian NCC building code What style of lighting are you considering for your residential building? Modern Which areas in the residential building require the modern lighting design? Living room, Kitchen, Bedroom, bathrooms, office, Patio, front door

I am seeking a proficient Flutter developer versed in Android app development. I have build a LLM model and want to fine tune it so that the chatbot is working effectively also then integrate it into my flutter app,UI/UX will also be changed then ofcourse also i want to integrate my object detection model that is already built with map api(not paid) so that it detects objects and show path with voice command etc indoor and outdoor

I am seeking professionals skilled in developing training manuals, with specific experience in Neurolinguistic Programming (NLP). This manual is aimed at beginners and should cover every topic from basic principles of NLP to complex concepts like the Milton model and VK Dissociation. Ideal Deliverables: - Comprehensive explanation of NLP principles, patterns and practical applications - Deep dives into sub-modalities, sensory calibration, meta models, reframing, time line and other advanced concepts - Well-formulated NLP Processes of Change and Belief Change topics - In-depth exploration into Swish Pattern, content & context reframing, meta-programs and more - Clear examples and case studies for each topic - Engaging group discussions ideas and exercises The manual should be...

I require an expert to help me develop a completely new business model for combined cycles power plants that incorporates turbine upgrades. Here are the core needs of this project: - Creating a business model that can accommodate for a 10% - 20% efficiency increase in power plant operation. This model should place emphasis on turbine upgrades, detailing how their implementation will result in improved efficiency. - Developing a comprehensive understanding of current market trends, making strategic projections on costs, revenue and return on investment. - Incorporating elements of risk management into the model, preparing it for potential obstacles or challenges. The perfect candidate will have: - Extensive experience in developing business models for the ene...

**Title: Data Analysis of Airline Ticket Pricing Based on Supply and Demand** **1. Introduction** - Overview of the project - Importance of understanding supply and demand in airline ticket pricing - Objectives of the project **2. Data Collection** - Source of data: Obtain historical data on airline ticket prices, flight schedules, passenger bookings, and other relevant variables. - Data format: Ensure the data is structured and organized for analysis. - Timeframe: Collect data spanning several months or years to capture seasonal variations and long-term trends. **3. Data Preprocessing** - Data cleaning: Remove duplicates, handle missing values, and correct any errors in the data. - Data integration: Merge datasets from different sources to create a compre...

I'm seeking a compe...seeking a competent 3D designer to create an intricate, modern building model for large-scale construction planning. Key Responsibilities: - Develop a highly detailed 3D model based on given specifications - Incorporate modern architectural trends into the design - Ensure the model accurately reflects the scale and complexity of a large and highly complex construction project Ideal Skills: - Proficiency in 3D modeling software - Familiarity with modern architectural styles - Previous experience in large-scale construction planning - Excellent communication and understanding of client's vision. Your understanding of advanced modeling techniques should translate into a highly detailed and accurate construction model that will b...

We want to set up a website which is able to answer questions about a specific topic. The tool should: - take in a large amount of information (several thousand pages) - base its answer exclusively on the information provided to it in these pages and not rely on any other information - when text is quoted in the documents, the quotes must be transmitted exactly or otherwise extractable and not paraphrased - I assume the ChatGPT API is most suitable but if you have alternatives, please suggest them! - please indicate also which programming language you would use (you can suggest more than one) If you can write something specific in your proposal so I see that you know what you are talking about, that would be appreciated. Thanks!

I need an experienced professional to develop a toll pricing model system that will be efficient in optimizing traffic flow and reducing carbon emissions. This advanced system should: - Feature real-time traffic monitoring with an algorithm for toll revision. - Be integrated with PTV Vissim to accurately depict the effects of toll adjustments on traffic flow. - Include time-based variable or step tolls for flexibility. Ideal Skills and Experience: - Proficiency in traffic modelling software, especially PTV Vissim. - Knowledge of traffic algorithms. - Experience with systems related to toll collection or traffic management. Toll Revision Algorithm: An efficient algorithm should operate based on traffic volume and dynamic pricing. The mechanism should: - Adjust toll prices based...

As the owner of an app using the Flutter Framework, I need a few updates to be made. ...to be made. I'm looking to change the current logo from Logo A to a new one, and rename the package from its present name to 'Package Name 1', a more fitting name for the app's new direction. I also need Firebase config file additions including Firebase Auth, Firebase Storage, and Firebase Cloud Messaging to enhance the app's performance. The successful freelancer will then push all this updated code to Git and release the updated app to the Play Store. Ideal skills and experience for this job would include: - Proven experience with Flutter. - Understanding of Firebase Auth, Storage, and Cloud Messaging. - Experience with Git and Google Play Store deployment. - Graphic d...

...ongoing project, I'm in need of a versatile content writer. Due to my specific requirements, the writer will need the ability to adapt to various content types and topics. Expertise in crafting engaging and optimized content is valued. Key Requirements: - Ability to research and incorporate quality information into written content. - Proficiency in producing material that aligns with my business model and content strategy. - Versatility to work on diverse types of content, as I'm unsure about the type of content to be produced at this point. Content Specifications: - Each piece of content should fall within the medium range (500-1000 words). - Prior experience in working with this content length is preferred. Please note that this job requires flexibility and initi...

As the initiator of this project, I'm seeking a professional experienced in MATLAB/Simulink and the field of robotics, specifically swarm robots. The goal of this project is to explore a frontier using multitudes of swarm robots, while collecting specific performance data. Key Aspects: - Focus on Swarm Robotic Experiment: The crux of this project heavily relies on performing a frontier exploration using swarm robotic experiment in MATLAB/Simulink. - Robotics Performance Data Collection: The swarm robotic experiment is not meant for design purposes, but for collecting robotic performance data. Your ability to integrate and tune sensors for data collection is essential. - Performance Metrics Collection: The sole performance metric of importance is 'Speed'. You ...

I'm seeking an individual skilled in 3D visualization with a focus on interior design. The job will primarily involve illustrating furniture arrangement and wall, as well as, floor finishes. Key tasks: - Creating a 3D model of my interior design - Arranging furniture in a visually appealing way - Detailing wall and floor finishes to match my specifications The ideal candidate should have: - Prior experience in 3D visualization - Expertise in furniture arrangement and detailing finishes - Ability to meet deadlines, as the project should be completed within a month Your proposal should include examples of previous work, especially those involving interior design visualization. I look forward to a productive collaboration

I am looki...to 3 inches (Or well sized that it can fit on the ledge of a mug). This model should be designed to hang off mugs, with the ability to hold a tea bag. A comprehensive understanding and practical experience of creating STL files is required for this project. - The Pug Model: - Low detail with basic features - Size: Small (2-3 inches) - Function: Hang off mugs and hold tea bags - Final Delivery: - STL file - no physical item required Ideal skills would include proficiency in 3D modeling software, experience in crafting animal models, and a keen eye for detail to maintain the likeness and the playful characteristic of a pug. The provided file is an example of what I want it to look like but with the model that looks like a pug instead of ...

...should be processed and prepared for analysis. Attention should be paid to data cleaning, normalization, and the possible enrichment of data with additional variables that may improve the accuracy of the model. Model Development with TensorFlow: Use TensorFlow to create and train a weather forecasting model. The model should be able to predict various weather aspects for the next 26 days, based on available historical and current data. Model Evaluation and Optimization: The model should be thoroughly tested and optimized for forecast accuracy. Cross-validation should be performed, and model parameters should be adjusted to achieve the best possible results. User Interface and Data Presentation: Development of an aesthetic and intuitive...

I have a Python code with the end goal of producing a 3D reconstruction. Currently, it's not delivering expected results and requires a thorough inspection and correction. Specifically, issues reside in areas related to the camera pose, time, and data splitting logic. This code requires inputs including: - Camera pose (encompasses both position and orientation) - Time information - Dataset splitting, based on unique non-standard criteria I'm looking for Python experts, ideally with experience in 3D reconstruction, to find and correct the errors within the logic of my code. Your ability to decode existing Python script, figure out errors and offer logical corrections/improvements will be key. Understanding and having experience with camera positioning and t...

I'm seeking an experienced RabbitMQ developer with expert knowledge in .NET for developing a message queuing system with an event-driven architecture. This system needs to be highly...latency. Key Requirements: • Develop a message queuing system utilizing RabbitMQ • Implement an event-driven architecture within the system • Guarantee high performance and low latency in overall system performance The appropriate design pattern of the .NET application using RabbitMQ should be based on the Request/Reply model. Candidates should have significant experience with RabbitMQ, good understanding of .NET, and skillful in implementing the Request/Reply model. Familiarity with creating scalable distributed systems and adeptness with high performance and low laten...

I need CNC cutting files to construct a steel mailbox that replicates the exterior of a 1985 Chevrolet C-10 pickup truck. Freelancers with experience in CNC cutting files, 3D modeling and automotive design are preferred. Key project requirements include. - Comprehensive 3D model of the truck's complete exterior to serve as a blueprint. - Detailed CNC cutting files that can be used to shape metal for the replica truck mailbox. This is an exciting project that blends industrial design with a touch of vintage automobile nostalgia. Your previous examples of detailed, practical, and creative CNC cutting designs will be highly valued.

For this exciting project, I am seeking help from a talented and experienced Spline and Webflow developer who can envision and build a striking interactive 3D solar system model. The model should include planets that are clickable to display a specific set of information. Since I have not determined what exactly this information should be, the developer should be flexible and ready for potential updates. For successful bids, freelancers need to showcase: - Similar 3D interactive projects they have worked on - Previous use of Spline and Webflow Prior work and hands-on experience in these areas are essential components for this project. If you think you have the right skills and experience, then I'd love to hear from you! Let's create a fascinating interactive ...

I'm in need of a seasoned Business Development Manager with a solid knowledge of the construction industry, specifically experienced in domestic commercial and industrial projects. Focus of your role will primarily be: - Lead Generation: Building a strong pipeline of prospective projects that match our business model and generating high-quality leads. Ideal Skills: - Proven track record in lead acquisition and conversion. - Strong network in the construction industry. - Proficiency in market strategy tools to identify potential leads will be a definite advantage. - Stellar communication and interpersonal skills. - Adept knowledge in domestic commercial and industrial construction. This role requires a creative and strategic thinker who can leverage industry contacts and emp...

I'm seeking a skilled editor to visualize changes to the front facade and siding of my house. Specifically, I'm interested in seeing a mixture of stone, board and batten, and painted brick or stucco for my home. Key details that need to be included: - Your past work experience in exterior design visualizations, especially with similar siding materials. - Ability to accurately and creatively portray my selected siding materials onto a photo of my house. - Strong eye for detail to ensure that the final output looks realistic. This project requires proficiency in photo editing software and a solid understanding of architectural terminology and exterior design elements. So, I'd ideally like to work with someone who has successfully completed similar projects.

Create 3d model of queen as discussed details , I am ready to start work

I need an expert who can program a communication interface in either Python, C++, or both to control an Anaheim Automation Servo Driver (model FD124S-LB-000) through RS232 protocol. The task involves directing the Servo motor SMC60S-0040-30MBK-3DSU in position control mode directly from a PC. The use of a specific Python or C++ library is not necessary, giving the freelancer the autonomy to decide on the best tool to accomplish the task. Ideal skills and experience for this project include: - Proficiency in Python or C++, or both - Experience in controlling hardware through RS232 protocol - Familiarity with Anaheim Automation Servo Drivers and Servo Motors - Problem-solving skills to design an effective communication strategy The project is needed as soon as possible. Consequently...

As a client with an important project on board, I'm in search of a MATLAB expert proficient in conducting simulations. The focus of this effort lies strictly within mechanical systems. Key Responsibilities: - Conduct advanced simulations on MATLAB within the realm of mechanical systems. - Display the capacity to create and/or work with possible existing mathematical models for the mechanical systems. Ideal freelancer should have: - Extensive experience and skills in MATLAB and preferably a strong background in mechanical engineering. - Expertise in simulations, particularly within mechanical systems. - Proven track record of successfully completed projects pertaining to mechanical systems simulations. - Flexibility and communication skills to collaborate on e...

Seeking a developer with experience in C# and SQL for a predictive artificial intelligence project. Your role will involve developing a model to predict user behavior on a vending machine, utilizing data stored in SQL Server. Proficiency in artificial intelligence is required.