The mssql database you are currently using is slow to search You want to improve the speed of this slow search speed.
Our company is that starts exporting adhesive/nonadhesive films (Vinyls) to Europe, South America, Southeast Asia, India, China etc. I'd like to invite great freelancers who can grow up with our company by pioneering new markets. 점착식/비점착식 필름(sheet)을 유럽,남미,동남아,인도 등으로 수출을 시작 하고 있는 업체입니다. 앞으로 신규 시장 개척으로 저희 회사와 동반 성장 할 수 있는 훌륭하신 프리랜서 분들을 모시고 싶습니다.
For this assignment, you will reflect on the reasons behind your decision to attend college and express those reasons visually through a comic strip. Think about the reasons why you decided to go to college. (the reasons why I decided to go to college was to get into a nursing program so that I can help people that are ill. My inspiration behind deciding to go to nursing school is my father who passed away after battling Huntington disease.) Create a 6 panel comic strip that expresses the reasons I decided to go to college Choose a central character that represents you in the comic strip. This could be a portrait of yourself, a self-created character, or even an animal or object. Select an appropriate setting for your story to take place in. This could be outs...
...seeking a dedicated freelancer for a data entry task. Your role will involve reviewing a list of websites I provide, identifying the best contacts, and entering their details in a specified format. Key Responsibilities: - Reviewing provided websites to identify up to 5 potential contacts. - Prioritizing these contacts based on their job titles and how likely they are to influence website changes. - Ensuring each contact has an associated email, first name, and job title. - Organizing the contacts in order of importance. Key Skills and Experience: - Proficient in data entry and web research. - Strong analytical skills to identify key decision-makers. - Keen attention to detail to accurately record contact information. - Understanding of website development and des...
I'm in need of a skilled PowerPoint designer to create a compelling business presentation focused on the trends and future o...skilled PowerPoint designer to create a compelling business presentation focused on the trends and future of the Indian banking industry. This presentation is for business executives, so the content must be detailed, accurate, and insightful. Ideal Skills and Experience: - Previous experience in creating high-quality PowerPoint presentations - Understanding of the banking industry, particularly in India - Ability to translate complex data into digestible information - Substantial business acumen, specifically for executive-level audiences - With a knack for storytelling using visuals and infographics - Timeline adherence and the ability to work under t...
I need an innovative, creative and colorful design for my contact card, which includes my name, job title, contact information, and company logo. I don't have a specific color scheme in mind, but I'm looking for the best colors that can make the design stand out. The design should also reflect my brand identity, which is all about embracing creativity and uniqueness. Ideal Skills: - Graphic Design - Branding - Color Theory - Creative Design Previous experience with designing contact cards or other branding materials is a plus. If you've worked with a variety of color schemes and enjoy pushing creative boundaries, you're the perfect fit for this project.
I'm looking to commission the creation of a comprehensive database of IT working professionals. The main purpose of the database will be for recruitment purposes. Key Requirements: - The database should focus on IT professionals, covering a wide range of roles and expertise within the industry. - The data collected should be accurate, up-to-date and well-organized to facilitate efficient recruitment processes. Ideal Skills and Experience: - Prior experience in database creation for recruitment purposes, ideally within the IT sector. - Knowledge of the IT industry and the different roles and specializations within it. - Attention to detail and the ability to collect and organize large sets of data accurately. Please note that I have not specified the m...
I'm seeking a skilled data professional to provide a database of general consumer email addresses. The reach of the database should be international, encompassing various demographics and regions. I'll need the database to be delivered in an Excel file. Required Expertise: - Proficient in data collection - Proven experience in the field of emails dataset - Adept in Excel - Comprehensive understanding of data privacy guidelines Deliverable: - Database of general consumer emails in a well-structured Excel file.
I am in need of a USA email database for my email marketing campaigns. The primary focus of the database should be on consumers rather than businesses or non-profit organizations. An understanding of how to gather consumer-oriented data would be essential for this project. Your role would also include ensuring that the data adheres to privacy regulations and ethical data collection standards. Key skills and experience: - Database creation and management - USA consumer market knowledge - Understanding of privacy laws and ethical data gathering - Previous work with email marketing. Please note that details about target consumer segments such as age range, geographical location, or specific interests or hobbies are not necessary for this project.
I'm looking for a skilled freelancer to help me in creating a database of entry-level IT working professionals. The database is intended for recruitment purposes and should focus on professionals within our country. Key responsibilities will include: - Identifying and collecting database of entry-level IT professionals. - Categorizing the database based on different IT fields like software development, cyber security, network engineering, etc. Ideal candidates for this project should have experience in: - Database creation and management - IT recruitment - Strong knowledge of the local IT job market Your work will be critical to our hiring processes and future IT recruitment strategies.
I'm in need of an expert to help me create a database of entry-level candidates from Naukri portal. This database should include their names, contact information, and job experience. Key Project Requirements: - The database should primarily focus on entry-level candidates. - The database should categorize candidates based on their location. Ideal Skills: - Proficiency in data mining and database management. - Understanding of Naukri portal or similar job platforms. - Experience in creating and categorizing databases. The project will enable me to efficiently recruit and engage with suitable entry-level candidates
I'm in need of a WordPress expert who can help me extract all the email lists that have ever subscribed to my website's newsletter. Here's a brief overview of what I'm looking for: - **Data Extraction**: I'm looking for a full database extraction - including names, email addresses, subscription dates and any engagement metrics, if available. - **Data Compilation**: I would prefer to receive the compiled list in a Google Sheets document. **Ideal Skills and Experience:** - Proficiency in WordPress and email list management. - Previous experience in data extraction and compilation. - Strong attention to detail and ability to ensure data accuracy. - Excellent communication skills to keep me updated on the progress. Please note that I'm no...
I'm seeking a freelancer to generate a comprehensive list of interior design companies in a particular city. Below are the specific requirements: - Contact Details: For each company, I require their phone number, email address, and website URL. It's crucial that these details are up-to-date and accurate. - Organization: The list should be arranged by the companies' years of experience. This is a primary factor for my research. - Photos & Videos: Should also collate few photos and videos of the projects/designs the company has completed - Verification: While I do need the list organized by experience, I do not require formal verification of the companies' years of experience. However, I need the freelancer to ensure that the companies are...
For this assignment, you will reflect on the reasons behind your decision to attend college and express those reasons visually through a comic strip. Think about the reasons why you decided to go to college. (the reasons why I decided to go to college was to get into a nursing program so that I can help people that are ill. My inspiration behind deciding to go to nursing school is my father who passed away after battling Huntington disease.) Create a 6 panel comic strip that expresses the reasons I decided to go to college Choose a central character that represents you in the comic strip. This could be a portrait of yourself, a self-created character, or even an animal or object. Select an appropriate setting for your story to take place in. This could be outs...
Are you passionate about the power of words and the impact of branding? Do you thrive on creativity and love to craft compelling narratives? Satya Collections, a flourishing destination for sarees, lehengas, and suit pieces, is seeking a talented individual as a Brand Naming Specialist. At Satya Collections, we believe in more than just fashion; we believe in empowerment. Our curated collection...conceptually about brand identity. Excellent communication and collaboration skills. Prior experience in brand naming or a related field is a plus. The person whose name we find the most suitable, shall also get the opportunity of creating logo and brand designing part. Note - the name should be available for trademark registration. The class names are 25 and 35 in IP Search Portal of Gov of ...
I'm in need of a database designed to organaize companies for Italian regions the data are not well organized, there are 927 companies with different address and region and they need to be divided by north west, north , north east etc - - Customer Information Management: The database should be structured in such a way that it allows categorizing companies according to their respective regions. Ideal freelancers for this job should possess robust skills in database design and management. A keen understanding of categorizing/mapping data based on geographical regions will be considered a huge advantage. Efficient, accurate, and secure data manipulation and storage is essential for this project.
I need an expert to gather and analyze data about hotel room bookings in a specific town in Tamilnadu, India. The data should cover the last year and focus specifically on budget and family-friendly hotels. Key factors I'm interested in include: - Occupancy rates - How many days each room is booked per month Experience in the hospitality industry or in data analysis would be ideal. Efficient and accurate data collection skills are mandatory, as well as the ability to present findings in an understandable and accessible way. The end goal is to utilize this data to make informed decisions about my hotel planning.
J'ai un travail en continu concernant notre projet précédent ' connect a database and form'
J'ai un travail en continu concernant notre projet précédent ' connect a database and form'
Confirmis () is a Singapore-based business information provider specializing in connecting busines...staff working at the premise, loading/unloading of goods, etc. REQUIREMENTS: • Must be living in (or nearby) Lakhudi Road, Navrangpura, Ahmedabad-380014 (Gujarat-India) • Has a camera or phone/tablet of quality with a camera, internet access • Must be available during business hours (9 AM - 4 PM) on working days Please see the attached file for the site visit guidelines. You are only required to deliver the pictures, video & observations and are not expected to put together a report like the Sample Report. Note: Milestone will be released the following week after the site visit to give us time to organize the report and contact you if we need additional c...
**Project Description:** I am seeking a skilled web developer to create a dynamic website that mimics the design and structure of the Alverno College website (), but with specific customizations. The project involves adapting the logo and slogan as provided, and replicating the layout and functionality to create a unique website for another institution. **Key Deliverables:** 1. **Complete Website Build:** A fully functional dynamic website that closely resembles the reference site in functionality but with personalized visual elements (logo and slogan). 2. **Source Code:** Full source code of the website, including backend files, database scripts, and frontend files. 3. **Documentation:** Comprehensive documentation on how to set up, run, and maintain the website, including...
...who can integrate a cloud-based database into my project. Ideal Skills: - Strong proficiency in Java - Prior experience with database integration - Specifically, experience with cloud-based databases, Microsoft Azure in particular, is a big plus The Project: - Your primary task will be to integrate Microsoft Azure, a cloud-based database, into an existing Java project. - The project already has a well-defined structure and the database will serve as a key component. - The database integration should be secure, efficient, and scalable, meeting the highest standards. - There will be no need for user authentication or API integration, as this project is solely focused on database integration. Please only apply if you have good experience with...
I'm requiring a proficient Java developer for a college project. The main task will be building a web application along with database integration. I'll need you to implement vital functionalities, such as: - A user registration panel - A user login page - Fee structure - Contact us section - Admin as well as user registration option - Subjects and courses - Basic website navigation functions For the front end, HTML and CSS skills are necessary to render a clean and minimalist design. It's vital you're experienced in these domains and can provide examples of your past work. Looking forward to your proposals.
I need your help, I have a thesis for college, I have a month left and I have 2 chapters to finish. in those 2 chapters i need your help on coding. my subject being the digitization of the conversation between a person with hearing loss and a doctor. my desire from you is to program my java application itself as long as you can, it doesn't have to be complete finished. the application has the idea of how you enter it, it puts you in a picture interface, the deaf-mute person does his sign language, and the translation appears below. if you can help me with explanations and about which package to buy from you that would be perfect, thanks! 1) Set up the Java project and the necessary libraries for computer vision and machine learning. 2) Capture video input from a camera. 3) P...
I'm looking for a coder savvy in Python to help me scrape contact information from a specific business directory. The task involves enumerating a set of links on the site and scraping the following data: - Email addresses - Phone numbers - Physical addresses - Names Ideal Skills: - Proficiency in Python - Experience with web scraping - Familiarity with business directories The main goal is to have a comprehensive list of contact information, which I will use for a marketing campaign. The scraper should be able to handle a large volume of links and data. Your expertise in Python programming and web scraping is crucial for the success of this project. Your attention to detail and ability to deliver accurate and complete contact information is highly valued.
...experienced database professional to assist with a relational SQL database project. You will need to assist me to answer questions about the following: The required tasks include: - Relational data bases ( administration, normalisation, sql workbench, my sql, data modelling) - Writing SQL queries - Designing the database schema - Optimizing query performance This project specifically involves MySQL, sql workbench, so proficiency in this database system is a must. The complexity level of the project is intermediate, focusing on tasks like joins and subqueries. Ideal candidates will have: - Extensive experience with MySQL databases - Strong SQL querying, schema design and query optimization skills - Proficiency in working with relational databases - Expe...
We are looking for Affiliate Manager to get leads. We run affiliate marketing app where we are live with 800+ Affiliate programs. We are looking to get leads of Content creators (bloggers, YouTubers) or any Individual or company looking for affiliate programs for their inventories.
I'm seeking a skilled WordPress developer to help enhance my e-commerce website. Key responsibilities: - **Theme Customization**: This involves creating a unique and visually appealing interface that resonates with my brand and enhances user experience. - **Plugin Development**: I require custom plugins to be developed to cater to specific needs of my website. - **Website Maintenance**: Regu...WordPress theme customization - Extensive experience in plugin development - Prior experience in e-commerce website development - Knowledge of e-commerce features like Payment Integration, Product Customization, and Membership Subscriptions. Your expertise will help in making the website more user-friendly and compelling, ultimately boosting sales. Looking for the developer based in Mumbai ...
I am in need of a one-time service to clean out my email database of invalid email addresses that generates too much soft bounce and hard bounce (and spam trap emails). Key Points: - **Objective**: The main goal of this project is to remove outdated or incorrect email addresses from the email database. - **Frequency**: This is a one-time project, not requiring ongoing maintenance. - **Current Platform**: I use Brevo as my email platform Ideal Freelancer Skills: - Experience with email marketing and database management - Familiarity with Brevo or similar email platforms - Proficient in identifying and removing invalid email addresses - Proven track record of improving email deliverability and marketing campaign results. I supply email addresses in CSV or XLS files
Hello! I need to build a module or functionality to the ServiceGo - Multi Vendor On-Demand Service & Handyman Booking Marketplace system for vendors. The module (functionality) should be the following, subscription model for vendors. In this subscription model, there should be a limit on how many listings (job services) a given vendor can publish and how many customers it can respond to. P.S. The above mentioned functionality is important to us, but even if you can't offer us such a solution we are also looking for the functionality of only registering as a vendor to pay a fee again, which should be per subscription. Link to the system:
I'...skills to type out complex college level calculus equations. Below are the specifics: - Extensive working knowledge in typing calculus equations using MathType is needed - You must have a deep understanding of calculus to understand and accurately type out the equations - This project is for college level complexity, so previous experience with college or higher level mathematics is highly preferred. Familiarity with advanced calculus terminologies and notations is a must. - Ideally, candidates should have an academic background or job experience in a similar area. The perfect freelancer for this project would be someone who is comfortable with MathType and has a grasp over college level calculus equations. This is a great opportunity for math enthus...
I'm seeking a data-savvy freelancer with a deep understanding of Instagram, to create a well-organized spreadsheet of micro influencers. There are three crucial components needed for each influencer: I AM NOT LOOKING TO CREATE FAKE SOCIAL ACCOUNTS - I WANT EMAIL ADDRESSES TO CONTACT THEM TO HELP CREATE CONTENT> 1. Instagram Handle 2. Number of followers 3. Their Email Search Criteria - total of 2000 records acrsoss - Dieticians and Nutritionists - Pregnancy and infertility - Mums / Working Mums 500 - 5000 followers only. Australian-Based Accounts
I'm in need of an experienced Talend Studio developer to assist with a database migration project. Key Project Details: - **Data Sources**: The project entails integrating data from various databases. - **Primary Goal**: The primary focus of the project is to migrate the data accurately and efficiently. - **Data Processing**: The data migration will primarily be through batch processing, therefore real-time processing is not required. Desired Skills: - **Talend Studio Proficiency**: A strong understanding of Talend Studio and its capabilities is essential for successful project completion. - **Database Integration Skills**: Experience working with database integration is a must. - **Data Migration Experience**: Previous experience with data migration projects w...
...it's fourth generation of ownership. My Dad started using a database program called Formula Coster on his Apple IIc to figure out how to correctly price our baked goods based on ingredient costs, labor costs, overhead, etc. The program also allows us to store the formulas and makeup instructions for all our products based on the dough batch and individual pieces from the dough. It's a simple program that we still use today, but are afraid it may not continue to work very long. Other programs exist, but are all cloud based and require subscriptions with features we do not need. I am seeking an adept database developer to either continue work on an in-progress database or commence anew based on existing requirements. This database is intended for e...
As an affiliate marketer, I am looking for someone to help me promote the product across different platforms. The target audience is varied and includes high school students, college students, and professional certification seekers. Do you have marketing skills? Are you keen on becoming an affiliate marketer? You can make use of other businesses products and sell them with your expertise. Become TheMeddict's partnered affiliate, this is how it works: 1. Register as an affiliate via this link: 2. You will have your own affiliate link found in the dashboard 2. You use your expertise to find customers and lead them to purchase the products on TheMeddict's website. 3. IMPORTANT: Make sure they purchase via your personal affiliate link, otherwise,
I am seeking a talented writer to help me document my life story into a touching personal memoir. I want my childhood, career achievements (College basketball, WNBL and AFLW) and personal challenges communicated in a way that stirs readers and gives them a glimpse of my journey. Ideal Skills & Experience: - A knack for narrative storytelling - Excellent research, grammar and proofreading skills - Prior experience in writing biographies or memoirs is an added advantage - Ability to weave a compelling story from real-life events - Have strong communication skills to accurately interpret my experiences Expectations: - Conduct interviews to grasp my story's emotional depth - Focus on these life stages: my childhood, career, and personal victories/challenges - Create a narr...
Our development team just wrapped up front end development for a large-scale website. At this critical juncture, we're seeking advice to ensure that our back-end databases - PostgreSQL and Cassandra - will be optimally performing and highly available. Key areas of consultation include: - Performance optimizat...optimization strategies - Replication and high availability options - Ideal design of databases to accommodate the scale of our website Ideal professionals would bear extensive experience with both PostgreSQL and Cassandra databases, as well as a keen understanding of integrating front-ends to back-end databases. Your prior work with large-scale website infrastructures will greatly benefit our project. Database optimization and design aptitude is a crucial requirement...
We are looking for Candidates from India only. Others please don't apply. 1. Enrolling students for courses offered by the company. 2. Handling Inbound and Outbound calls, following up on Enquiry, and database 3. Understand student requirements and guide the student to the right program fitting his / her requirement 4. Explaining eligibility criteria, admission procedures, course structure, course details 5. Ensure proper servicing is done for the students enrolled Key Skills : Counseling, Administration, inbound, outbound, admission Required Experience and Qualifications Education: Graduate mandatory Excellent communication.
As a sole proprietor, I'm seeking an experienced teacher to provide personalized tutoring on filing B2B GST returns. Although I'm not a complete beginner, my skill level isn't advanced. Therefore, I need an expert who can explain the process clearly and simplify complex procedures. The tutoring I seek should principally cover: - How to handle proper documentation and invoicing for GST returns. Ideal candidates will be: - Practiced educators with a solid grasp of teaching complex processes in an easily understandable manner. - Experienced in GST returns, particularly involving B2B transactions. - Punctual, patient, and detail-oriented. Remember, my goal is to gain a working understanding of how to file B2B GST returns, especially on matters concerning documentation and invo...
I have a WordPress website that needs a specific feature. I'm looking for a professional to delink the existing Contact us form from our Hubspot and replace it with a form that will directly send us the email. I also want them to delink a Case study download form from Hubspot and replace it with an option to download directly and email us the person's contact details. The key requirements for this project are: - Understanding of WordPress and form integration - Ability to add an email notification feature for form submissions - Ability for user to download a document (Case Study PDF) The Contact Us form should be able to collect: - Full Names of visitors - Their Email addresses - Company Name - Phone number - Specific inquiries or messages the...
As a company, we have a keen interest in developing partnerships with influencers on Instagram to boost our brand visibility. Our main goal with this project is to create a comprehensive database of potential influencers on this platform. Key Responsibilities: - The primary responsibility of the freelancer will be to search, collect, and organize relevant data about potential Instagram influencers. This will include their follower count, engagement rate, niche, and other relevant information that will help us evaluate their suitability for a partnership. - The database should be easily accessible and user-friendly, with the ability to filter and sort based on different criteria. Ideal Skill Set: - Extensive experience in social media research and data collection, with a fo...
...effectively conduct contact form outreach for my digital marketing business. My primary goal is to generate B2B leads by sending messages via the contact forms on potential client's websites. You will be given a list of prospects with the direct website address to their contact form. You will also be given the script to use (copy/paste). The list will be approximately 10,000 entries. Ideally we would send 500 per day. Key Responsibilities: - Utilize contact forms to reach out to other businesses - Clearly convey our services to potential clients - Generate viable leads for the company Ideal Skills and Experience: - Excellent written communication - Experience in B2B outreach - Knowledge in Digital Marketing - Proven track record ...
Confirmis () is a Singapore-based business information provider specializing in connecting b...observation about the company to gauge activeness, e.g., staff working at the premise, loading/unloading of goods, etc. REQUIREMENTS: • Must be living in (or nearby) Thane, India • Has a camera or phone/tablet of quality with a camera, internet access • Must be available during business hours (9 AM - 4 PM) on working days Please see the attached file for the site visit guidelines. You are only required to deliver the pictures, video & observations and are not expected to assemble a report like the Sample Report. Note: Milestone will be released the following week after the site visit to give us time to organize the report and contact you if we need additional c...
I am seeking an Executive Secretary in our company located in Chicago, Us. The Candidate should have 10 years of Experience who can work 30 hours a week and handle a variety of administrative duties. The primary responsibilities of this role will be managing my schedule, scheduling appointments, handling correspondence, and providing excellent custom...Calendar, Microsoft Outlook). The candidate must be fluent in English (Speaking & Writing) Your ability to multitask and maintain a high level of organization is crucial. A background in customer service would be an advantage. This is a remote position, and you will need your own computer and reliable internet access. Working hours - 30 hrs/week (Chicago Time Zone) The candidate should be in India, Pakistan, Philippines or ...
I have a small node.js application and I'm looking for a developer to make a design update specifically on the contact form UI. Key Requirements: - Design Update: The main task is to enhance the user interface of the contact form. - Node.js Expertise: Proficiency in node.js is essential for this project. - UI/UX Skills: A good understanding of user interface principles and best practices is necessary. Ideal Skills and Experience: - Strong Node.js Development Experience: A proven track record in developing node.js applications is a must. - UI/UX Design Proficiency: Ability to improve the user interface of the contact form. - Attention to Detail: I'm looking for someone who pays attention to the small details that make a big difference in user experience.
I need a comprehensive angel investor list for North America in an Excel spreadsheet. The list should cover all the necessary details for each investor, including but not limited to: - Name and contact information - Investment preferences - Industry expertise - Geographic preferences - Industry preferences - Investment stage - Average Investment Amount - Membership model - Membership fees There are additional questions we would like answered. PLEASE READ THE ATTACHED DOCUMENT FOR ALL INFORMATION SOUGHT. The ideal freelancer should have experience in compiling such lists and should be able to deliver a well-structured and detailed Excel spreadsheet. The list should be easily navigable and professional, making it easier for me to reach out to potential investo...
I'm in need of an experienced developer with expertise in creating forms. These forms should be of two types - Contact forms and Order forms. For the Contact forms, I need to collect the following information: - Name - Email address - Phone number On the other hand, the Order forms should capture: - Product name - Quantity - Shipping address The main goal here is to generate quotations directly from these forms. Thus, I need someone who knows how to leverage the collected data to automatically create accurate and professional-looking quotations. Knowledge of form design and automation, web development, and invoicing solutions would be a plus.
I need a creative and professional designer to create a logo for my credit repair services business, "M2firstlady." Implement the colors ecoo8c, a08851, and d8c28f as the primary color scheme. The logo needs to be designed for use across different platforms, including our website, social media profiles, and business cards. I am envisioning the incorporation of the...am envisioning the incorporation of the initials or letters of my business name, abstract shapes or patterns, and icons that represent credit repair services. The design should radiate a blend of professionalism, modernity, and trustworthiness. Experience in creating logos for similar fields and an understanding of color harmony are highly sought after skills for this project. Use fonts atlane, college condense...
I need someone to create a merge file for my mailing list. The mailing list is currently in a text file format. I want to use this merge file for both address labels and personalized letters. Key requirements: - Convert text file mailing list into a merge file for mailer - Incorporate both address labels and personalized letters in the final product - Implement company branding on the design Ideal skills and experience include: - Expertise in mail merge applications - Graphic design experience for company branding integration - Proficiency in data management and conversion from text formats I want the addresses to be printed directly on the envelopes, not on labels to be applied to the envelopes.
I'm in the process of completing a college project that focuses on AI and Machine Learning. The AI/ML algorithms are in place but I'm in need of an IoT expert to help establish a robust Arduino-based connectivity solution. Key project requirements: - Completion of IoT connectivity: I need someone who can work with Arduino and establish a reliable IoT connectivity system. - Troubleshooting existing code: The project is partially done, and there might be some debugging required. - Documentation: I'm also looking for someone who can provide clear documentation of the implemented IoT solution. Ideal skills and experience: - Strong Arduino and IoT background: An expert in IoT systems and Arduino programming. - Familiarity with AI/ML: While not strictly necessary, a good ...
