Neural networks baltimore artificial intelligence jobs
I need a seasoned content writer experienced in financial advisory and investment information. The primary objective of this project is to create comprehensive investment guides targeting intermediate-level investors...advisory Ideal skills and experience for this project: - Strong understanding of financial concepts - Familiarity writing or creating content for financial advisory services - Ability to break down complex financial topics into easily understandable language - Excellent writing skills coupled with experience creating investment guides for an intermediate audience - Knowledge of artificial intelligence (AI) applications in financial advisory This project is ideal for someone who has previously produced educational content for financial institutions or a...
I need a skilled lawy...lawyer with experience in merchant services and card brand networks to help get my business account reinstated. I have been accused of breaching card brand network rules, despite my payment dashboard reflecting a chargeback rate of just 0.53% and being in good standing with card monitoring programs. Here are few points to consider: - We have received a formal communication regarding our account closure. - The primary accusation is an unidentified card brand network breach. - However, our card brand dashboard reflects good standings. Ideal candidate should have: - Proven Legal expertise in dealing with similar situations. - Understanding of merchant services guidelines. - Good communication skills to deal with the card brand networks and reinstating ...
I'm looking for a skilled developer to c...a Microsoft SharePoint web application that focuses on business intelligence. Key Requirements: - The primary goal of this web application is to provide real-time reports. - The design should be user-friendly and efficient, with a focus on data visualization. Ideal Skills: - Proficient in Microsoft SharePoint with experience in building business intelligence solutions. - Knowledge of real-time reporting tools and techniques. - UI/UX design experience to create an intuitive and visually appealing interface. - Strong problem-solving and communication skills to understand the project requirements. Please provide examples of similar projects you've worked on or your expertise in creating SharePoint-based business inte...
I need a professional designer who can use artificial intelligence to enhance a photo for a YouTube thumbnail. Key Requirements: - Implement AI to enhance the image for a visually appealing result. - No specific design style requested, but a blend of 'Blue and Black' in the photo is preferred. - The image should convey a mood that is appropriate for a YouTube thumbnail. Ideal Skills and Experience: - Proficiency in photo editing software and AI tools. - Ability to create visually appealing and engaging designs. - Understanding of YouTube design principles would be a plus.
I have a domain name, , which I'm looking to sell within a month. I'm seeking a professional domain broker who can assist in the sale, leveraging various platforms and networks to secure a good price for the domain. Key requirements include: - Experience in domain brokering and sales, with a strong track record of successful transactions. - Familiarity and access to domain marketplace websites, social media platforms, and private networking channels. - Ability to work efficiently and effectively to sell the domain within the specified timeframe. - Willingness to negotiate on the price of the domain, if necessary. The agreed commission for the broker will be 20% of the final sale price. If you have the necessary expertise and connections in the domain trading industry, I...
My homework focuses on the concept of TCP/IP Protocols, specifically IP addressing and subnetting. The freelancer needs to have a solid understanding of computer networks processes. Key requirements include: - Knowledge in IP addressing and subnetting - Ability to explain technical concepts clearly - Efficient and punctual in meeting deadlines Familiarity with computer network homeworks will be beneficial. I look forward to a detailed and well-researched piece.
...vulnerabilities, and mitigation strategies of sensor networks in cybersecurity. However, the twist here is, the information needs to be broken down to a level that non-technical decision-makers can understand. More details about time frame and milestones will be discussed in the chat window. - The freelancer should have: - Deep knowledge and understanding of cybersecurity and sensor networks. - Strong technical writing skills, with proven ability to simplify complex concepts. - Experience in communicating technical ideas to non-technical audience. - The report should include: - An easy-to-understand exploration of sensor networks. - The role they play in cybersecurity. - Potential vulnerabilities of sensor networks. - Po...
I'm looking for a skilled writer to craft a comprehensive research paper on a topic related to Machine Learning, Business Intelligence, E-commerce, or any other suitable area. Here are the details: - Word Count: The paper should be a minimum of 50 pages. I'm looking for detailed, well-researched content. It should also have a Turnitin plagiarism score below 25% and 0% Ai. - Deadline: The paper needs to be completed within 1 month. - Citation Style: The paper should follow APA citation style. Ideal candidate for this project should have: - A strong background in Machine Learning, Business Intelligence, E-commerce, or a related field. - Exceptional research and writing skills. Previous experience in academic writing will be a plus. - Proficiency in APA citation st...
...of war. Most defense companies like Boeing, Lockheed-Martin, General Dynamics, etc. have very boring, blue and white logos. Most tech companies have logos that look like something a 2-year-old would play with. As a defense-tech startup, we'd like a logo that gets away from the trend of blocky, minimalist tech logos and boring, unassuming defense company logos. We want a logo that says danger, intelligence, sophistication, and cool. As the person in charge of the logo, I've decided that I'd like a dark red on gunmetal grey color scheme, with black and white as additional colors for things like text. We are all gamers, so we're kind of going for a vibe like the corpos from Cyberpunk 2077. I've drawn an idea that crossed my mind and attached it. I am a very...
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. Please don't send a bid to later try to increase it. Will be declined.
...vulnerabilities, and mitigation strategies of sensor networks in cybersecurity. However, the twist here is, the information needs to be broken down to a level that non-technical decision-makers can understand. More details about time frame and milestones will be discussed in the chat window. - The freelancer should have: - Deep knowledge and understanding of cybersecurity and sensor networks. - Strong technical writing skills, with proven ability to simplify complex concepts. - Experience in communicating technical ideas to non-technical audience. - The report should include: - An easy-to-understand exploration of sensor networks. - The role they play in cybersecurity. - Potential vulnerabilities of sensor networks. - Po...
I am in need of a dedicated remote consultant who can help improve the performance of our ...data protection. Key Tasks: - Ensure the network is optimized for fast and efficient performance - Implement improvements to the network that will result in better data protection - Provide consultancy on how we can streamline our IT operations Ideal Consultant: - Expert in network security and IT infrastructure - Proven experience in improving network performance for large scale or multi-site networks - Understanding of the best methods to enhance data protection - Ability to provide strategic advice on streamlining IT operations Please only apply if you have a strong background in network security and IT infrastructure, and a proven track record of improving network performance on a la...
I'm seeking a talented developer to create a flight booking web platform that leverages artificial intelligence. The ideal candidate will have a deep understanding of both web development and AI technology to deliver a user-friendly and efficient booking tool. The site is partly developed (stack: NextJS, MongoDB & Prisma), only a small part of it is ready (not much around 25% done so far), initially the current code needs to be checked, fix bugs and develop the project The project is a flight booking site, Here's what the project entails: - Development of an AI-driven flight search and booking platform - To be exclusively used in a web format - Priority is quick project completion, as I need this done ASAP Attached are the specific tasks required Sigma des...
I am looking for an expert to set up an open-source Stable Diffusion with a Web GUI on AWS for AI image and video generation. The system will be developed with a focus on real-time processing. Notably, the Generative Adversarial Networks (GAN) ML model will be used. Essential Skills: - Proficiency in Python - Solid understanding and experience with AI, specifically GAN - Familiarity with AWS - Experience in ML - Good understanding of the Web and how to set up GUI - Knowledge in node js is desirable Mission: - Select and set up the appropriate AWS instance for the system - Ensure the system is capable of real-time AI image/video generation, utilizing GANs - All operations should be manageable through a Web GUI Please bid only if you have satisfied the aforementioned requirements. ...
I'm seeking a skilled developer capable of configuring the software on my website to mirror the functionality of The software I currently have is from You can find the necessary manuals and documentation at Key Tasks: - Configure User Registration: Users should be able to create accounts, login, and manage their profiles. - Customization Options: The site should allow users to personalize their experience, such as setting preferences or saving items. - Payment Integration: The website should support payment transactions for services, courses, or any other educational materials. Design Preferences: - I'm looking for a professional and corporate design. The site needs to be aesthetically pleasing, but
...Convolutional Neural Network (CNN). Specific context about the desired classification problem and the type of images for training/testing are yet to be determined and will be shared as the project goes on. The deliverable of your task will be a working Python code able to solve a given image classification problem, producing corresponding output, which will be discussed further after kickoff. For this task, proficiency in Python and familiarity with machine learning and deep learning frameworks are critical, specifically in areas related to: - Python, with emphasis on libraries for data analysis and manipulation (such as Pandas, Numpy), data visualization (like Matplotlib, Seaborn), and machine learning (including Scikit-Learn, TensorFlow, Keras). - Convolutional Neural...
Concept : An AI-driven social platform where users help each other achieve their aspirations through AI-generated tasks. Workflow 1. User: Sign up, add friends, and post dreams. 2. AI Analysis: A ChatGPT-like AI analyzes the dreams. 3. Scena...generates scenarios based on user input (ChatGPT-like), and the other distributes tasks among users (custom AI model). - User Interaction: Users interact with the platform through agreements to tasks, which triggers subsequent actions. - Adaptability: The system dynamically adjusts scenarios based on user participation. - Scalability Designed to handle an unlimited user base, including extended networks. The platform's goal is to use AI to translate individual aspirations into collaborative, real-world interactions that foster happiness...
Concept : An AI-driven social platform where users help each other achieve their aspirations through AI-generated tasks. Workflow 1. **Users**: Sign up, add friends, and post dreams. 2. **AI Analysis**: A ChatGPT-like AI analyzes the drea...scenarios based on user input (ChatGPT-like), and the other distributes tasks among users (custom AI model). - **User Interaction**: Users interact with the platform through agreements to tasks, which triggers subsequent actions. - **Adaptability**: The system dynamically adjusts scenarios based on user participation. - **Scalability**: Designed to handle an unlimited user base, including extended networks. The platform's goal is to use AI to translate individual aspirations into collaborative, real-world interactions that foster happiness...
...(specifically Swing), FileMaker, Artificial Intelligence, Django, and general web development. This project involves analyzing the current issues, proposing solutions, and implementing fixes in a timely manner. Key Tasks: - Analyze existing codebases to identify bugs and inefficiencies. - Develop fixes for bugs in systems built with Java Swing, FileMaker, Django, and related web technologies. - Apply AI techniques to optimize operations and improve system functionalities where applicable. - Test fixes to ensure bugs are completely resolved and systems are running smoothly. Ideal Candidate: - Strong proficiency in Java, especially in Swing application development. - Experience with FileMaker database management and troubleshooting. - Knowledge in Artificial Int...
You need to be at least 16 years old and reside in Latin America or Eastern Europe. ✻ NO EXPERIENCE REQUIRED ✻ You do not need any experience whatsoever, but you must be clever and eager to learn. No. I am *not* being charitable. I am being practical. ✻ PAYING YOU TO LEARN ✻ No. You aren't dreaming. I value intelligence and problem-solving ability over experience. I'd prefer to work with someone who is clever and learns quickly rather than someone experienced but is not very intelligent and/or does not solve problems scientifically. Would I hire an Isaac Newton or an Albert Einstein even if he had no programming experience? Of course I would. ✻ TESTS ✻ You must pass several difficult logic tests to work with me. The first logic test you complete for me will be an u...
I want to make a high-quality animated film, with the number of scenes and characters like a YouTube film, and the quality like a cartoon film. The work is done by drawing, not by artificial intelligence, due to its inability to create scenes Please share your work, and no work will be accepted without sharing your work the script the quality in the attachment
I'm seeking someo...reunion. Key Points: - The purpose of this event is to reconnect with old classmates, and having a fascinating timeline from our school years will certainly spark conversations and nostalgia. - For the content, I want to include the introduction of personal computers, the invention of the internet, the mobile phone revolution, the social media boom, the smartphone era, the advancements in artificial intelligence, GPS, cloud computing, 3D printing, AI, blockchain technology, and renewable energy. Ideal Freelancer: - A tech-savvy individual with a strong understanding of the major technological changes from 1984 to 2024 - Proficient in creating engaging and visually appealing timelines - Prior experience in event planning or content creation for reu...
I'm looking for an Artificial intelligence software developer experienced in music generation to create a 3-4 minute Pop Halloween music mix. This project should be: - Designed to have an ambiance similar to the sample I'll provide - Created with an emphasis on an Artificial intelligence-generated approach for uniqueness Ideally, the freelancer should be experienced in Artificial intelligence music technology, with a knack for making engaging pop music. If you also have a flair for Halloween or seasonal music creation, it’ll be a huge plus.
...vulnerabilities, and mitigation strategies of sensor networks in cybersecurity. However, the twist here is, the information needs to be broken down to a level that non-technical decision-makers can understand. More details about time frame and milestones will be discussed in the chat window. - The freelancer should have: - Deep knowledge and understanding of cybersecurity and sensor networks. - Strong technical writing skills, with proven ability to simplify complex concepts. - Experience in communicating technical ideas to non-technical audience. - The report should include: - An easy-to-understand exploration of sensor networks. - The role they play in cybersecurity. - Potential vulnerabilities of sensor networks. - Po...
I'm seeking a skilled developer to build a speaker identifier using Python and the Siamese Network model. It must be able to: - Differentiate between multiple speakers in a single audio clip - Identify the same speaker across different audio clips The developed sy...developer to build a speaker identifier using Python and the Siamese Network model. It must be able to: - Differentiate between multiple speakers in a single audio clip - Identify the same speaker across different audio clips The developed system should accept .WAV as the input format. It's crucial for the prospective freelancer to be proficient in Python, with a deep understanding of Siamese Networks and audio processing. Sound knowledge of Machine Learning principles and techniques would also be a plus. ...
For my project, I am seeking an Artificial Intelligence specialist, particularly one experienced in music-based AI. This skill is crucial, as I require AI produced songs tailored specifically for Halloween. A solid understanding and appreciation of classic Halloween tunes will also be necessary to deliver on expectation. The project will involve: - Generating classic Halloween tune blends using a music-based AI - Ensuring all tracks possess the right Halloween energy - Accommodating a scope for mixing the produced tracks Experience in music production, AI music generation, and a flair for Halloween would be ideal. Looking forward to your creative engagements!
I'm looking for a skilled and creative programmer to create an application that can generate book covers using artificial intelligence (AI). This app must be able to generate designs based on a given title. The requirements for the generated designs include: 1. Core Elements: - Background images - Color schemes - Typography These elements are crucial and should reflect the creativity and sophistication AI can offer. Please know that I will manage the text centering manually. 2. Design Specifications: - Size: Portrait (1000x1500px) The book cover should be formatted in portrait orientation with the dimensions of 1000x1500 pixels. 3. Flexibility: The AI should be adaptable, capable of generating covers without genre limitations as the app’s ge...
I am intending to develop a data flow network using Lingo as the programming language. The main focus of this project is to build a network that primarily caters to service providers. Key requirements for potential freelancers include: - Proficiency in Lingo - Proven experience in the creation of data flow networks - Strong understanding of the service providers' operational needs - Ability to execute tasks on time and to standard This exciting project is an excellent opportunity for tech-savvy minds who are keen to demonstrate their skills and problem-solving abilities.
...brown. Orin wears a simple medium blue tunic and black breeches, and he carries a battleaxe and a shield. He also wears a heavy cloak when he travels. Orin is a skilled warrior. Here are some more details about Orin's appearance: His hair is a deep, vibrant red that falls to his shoulders. His beard is also red, and it is trimmed neatly. His eyes are a deep brown, and they sparkle with intelligence and determination. His skin is a light brown, and it is smooth and healthy. He has a muscular build, and he is strong and agile. He is always clean and well-groomed, even when he is traveling, with the exception of his hands, which are heavily scarred from working as a blacksmith for most of his life. He has a kind and gentle demeanor, but he is also fierce and determined whe...
...a time series forecast for my Twitter dataset. The forecast should be for 1, 3, and 7 days ahead. The key deliverable is 3 dynamic dashboards that display this forecast in real-time. Key Points to Note: - **Programming Language**: Python - **Time Series Forecasting**: The freelancer is expected to have a solid understanding of time series forecasting methods. The deliverables should include 2 Neural Network and 2 autoregressive models (ARIMA, SARIMA etc…). The validation should demonstrate each model performance. - **Dynamic Dashboard**: I'm looking for a dashboard that's dynamic and interactive. It should display the forecast for the Twitter data using a visually appealing interface. - **Real-time Data Updates**: The dashboard should be capable of updating in r...
...signal processing to build a cryptocurrency trading signal application. The core of this project will be to implement an LSTM (Long Short-Term Memory) neural network that utilizes techniques like Fourier transform among other signal processing methods to generate buy and sell signals based on historical cryptocurrency data. Key Project Requirements: - Data Handling: The application should be able to import and use cryptocurrency data from this Kaggle dataset: Binance Full History. - Signal Processing: Integrate Fourier transform and other signal processing techniques to analyze the data. - Model Implementation: Develop and train the LSTM neural network model to predict potential buy and sell points. - User Interface: Design a user-friendly GUI that displays graphs, essen...
It is necessary finish a project managemet application made in laravel. The change are: - make some change regard the flow, the links, the design, the ecommerce and report; - It is necessary experience in query, report charts, pivot builder and Business intelligence to change the reports that must have good design, many filter and cross. the charts must have drill down. Please answer only if have experiences in project management software and pivot-query-busienss intellegence. And show my the url of similar job made.
It is necessary finish a project managemet application made in laravel. The change are: - make some change regard the flow, the links, the design, the ecommerce and report; - It is necessary experience in query, report charts, pivot builder and Business intelligence to change the reports that must have good design, many filter and cross. the charts must have drill down. Please answer only if have experiences in project management software and pivot-query-busienss intellegence. And show my the url of similar job made.
I require assistance with creating a Neural Network using Matlab, specifically designed to recognize and keep track of a truck's speed and acceleration performance. The aim of the project is to support monitoring driving safety and efficiency. Ideal Skills and Experiences: - Strong foundation in Matlab operations and functionalities - Deep understanding of Deep Neural Networks and its uses - Knowledge in performance matrices for vehicles, specifically trucks - Previous experience in Image Recognition - Proven track record in similar projects
...sound understanding of artificial intelligence. The task at hand is to develop a comprehensive research report that delves into the current trends within the AI landscape. This report should be tailored for an audience of industry professionals. Key Points: - The report should provide an in-depth analysis of the current trends within the field of artificial intelligence - The language and content should be suitable for an audience of industry professionals, meaning that a certain level of technical understanding can be assumed - The report should be well-structured, engaging, and present complex information in a clear and concise manner Ideal Skills and Experience: - Proven experience in technical research and report writing - A deep understanding of art...
I'm looking for a skilled professional who can help me retrieve information from various sources. The ideal freelancer shou...database - Understanding of how to structure and manage data for machine learning purposes Your task will be to gather the data and store it in a database for further analysis. Having a solid background in data handling, artificial intelligence, and machine learning will be a great advantage. This project has the potential to evolve into more extensive data analysis and prediction modeling. Skills and experience required: - Proficient in data scraping from various sources - Experience with data storage and management in databases - Knowledge in artificial intelligence and machine learning - Understanding of recommendation...
I'm looking for a skilled PowerPoint designer who can develop three Powerpoint presentations, leveraging the content on the respective webpages below. Each powerpoint should incorporate a section that covers the platform capabilities, as summarized here: It is expected that these Powerpoints will have cohesive branding with our website, contain editable text and graphic elements, and will serve as templates for development of additional slides and related content in the future.
I'm in need of a professional with expertise in wired/wireless networking to help me fix my setup for my business. The main function of the network will be for business use, the system should be able to sustain betwe...networking to help me fix my setup for my business. The main function of the network will be for business use, the system should be able to sustain between 10 to 20 devices without any connectivity issues. This includes but is not limited to PCs, printers, and other essential business equipment. Key skills and experience needed: - Proficiency in troubleshooting and fixing networks - Experience in setting up networks for business environment - Ability to troubleshoot and resolve network issues. The freelancer should be prepared to complete it effici...
...cybersecurity and GNN. - AI Model Development: We are looking to create an advanced AI model specifically tailored for APT detection. Your experience in this area is crucial. - Provenance Graph Analysis: Your ability to analyze Provenance Graphs and identify anomalies, potentially suspicious activities, is paramount. Ideal Skill Set and Experience: - Proficiency in cybersecurity and Graph Neural Networks (GNN) is a must. - Demonstrable experience in improving APT detection accuracy. - Proven track record in developing AI models, specifically for cybersecurity applications. - Extensive experience in analyzing Provenance Graphs to identify suspicious activities. The expected timeframe for this project is 1-3 months. Please only apply if you have a solid backgroun...
I'm currently struggling with a logic error related to file location mismatch in my Google Colab notebook. I'm attempting to train a neural network model, however, this recurring issue is hindering progress. To solve this problem, I am seeking an individual with the following skills and experience: - Proficiency in debugging and solving logic errors, specifically those related to file location mismatches - Thorough understanding and practical experience with neural network models - Familiarity with Google Colab Notebooks and how they manage files and directories - Proven ability to quickly identify and resolve issues affecting model training My aim is to have this issue corrected promptly so I can continue with my model training.
I'm looking for a skilled AI artist to help me create a realistic portrait using artificial intelligence. Key Requirements: - The portrait should be crafted with a realistic style. - The color scheme should mainly consist of warm tones. Ideal Skills and Experience: - Proficient in working with AI tools to create portraits. - Strong portfolio that demonstrates the ability to work in a realistic style. - Experience with producing art pieces in warm color tones. Ability to use various AI programs to generate pictures for purposes of comparison
...qualifications include 3+ years of business analysis experience with a focus on HOLT Management systems required Minimum 3 years of technical business or functional analyst experience and demonstrated ability to see a project through from beginning to end including creation of business requirements and formal documentation during the solution development life cycle required Strong emotional intelligence (EQ) and interpersonal skills required Experience with workflow design required Proficient in Microsoft Word, Excel, PowerPoint, Project, and Visio preferred Supervisory Responsibilities: None Travel: Up to 20%, to include overnight stays, may include an annual software user conference Physical Requirements: This role frequently communicates with others, must be able t...
I am seeking a talented illustrator or designer who can craft a compelling PowerPoint presentation that appeals to my target audience of investment professionals....minimalist and clean, helping to effectively communicate complex thoughts without any distractions. - Infographics: I am not after extremely complex charts. The project calls for moderately detailed charts; they should be comprehensible yet informative enough to distinguish important trends and patterns. Color Scheme: I prefer a balanced combination of blue and white, reflecting a look of clarity and intelligence. I am looking for freelancers with experience in PowerPoint presentations and infographic design, as well as an eye for aesthetic detail and simplicity. A portfolio displaying similar projects will be highly ap...
I'm looking to improve my personal price action strategy in Pine Script by incorporating machine learning and neural network processes. Additionally, I want to integrate orderflow chart logic into this strategy. Key Project Details: - Incorporate automated machine learning and neural network processes to enhance existing price action strategy in Pine Script - Integrate orderflow chart logic to improve strategy's effectiveness - The project is for personal use Requirements: - Proficient in Pine Script - Strong experience with machine learning and neural networks - Familiarity with orderflow chart logic - Prior experience in developing trading strategies is a plus
I'm in dire need of a professional with deep understanding of Graph Convolutional Networks (GCN), machine learning and data science to assist in building an anomaly prediction model. Since the specific anomalies to be predicted and the data to be used are not yet defined, your flexibility and adaptability are vital. Accuracy requirements are also to be specified later; hence, your ability to quickly alter the model's complexity is coveted.
I require proficient help for an image processing project. The main objective is to detect conditions like diabetic retinopathy and cataracts in images. Development needs: * Recognise the mentioned conditions using Python, MATLAB, or LabView. * Implement and optimize neural networks, machine learning principles and image segmentation techniques. * Enhance images to increase detection accuracy. Skills & Experience Required: * Proficiency in Python, MATLAB, and LabView. * Sound understanding of neural networks and machine learning principles. * Solid skills in image segmentation. * Previous work in medical image processing, especially in ophthalmology, is a plus.
I'm in dire need of a professional with deep understanding of Graph Convolutional Networks (GCN), machine learning and data science to assist in building an anomaly prediction model. Since the specific anomalies to be predicted and the data to be used are not yet defined, your flexibility and adaptability are vital. Accuracy requirements are also to be specified later; hence, your ability to quickly alter the model's complexity is coveted.
I'm in dire need of a professional with deep understanding of Graph Convolutional Networks (GCN), machine learning and data science to assist in building an anomaly prediction model. Since the specific anomalies to be predicted and the data to be used are not yet defined, your flexibility and adaptability are vital. Accuracy requirements are also to be specified later; hence, your ability to quickly alter the model's complexity is coveted.
I'm in dire need of a professional with deep understanding of Graph Convolutional Networks (GCN), machine learning and data science to assist in building an anomaly prediction model. Since the specific anomalies to be predicted and the data to be used are not yet defined, your flexibility and adaptability are vital. Accuracy requirements are also to be specified later; hence, your ability to quickly alter the model's complexity is coveted.
