こんにちは、はじめまして。 私達の会社で現在CMSを中心としてWebシステムを開発しております。 開発において人員が不足しており、オフショアで協力して頂ける 安く優秀なエンジニアをチームに加えてみたいと考えております。 日本語での対応の必要があるため、日本語の理解できる方を希望します。 html amp css php 募集人数1~2名 色々な方のご応募をお待ちしております。
こんにちは、はじめまして。 私達の会社で現在CMSを中心としてWebシステムを開発しております。 開発において人員が不足しており、オフショアでも安く優秀なエンジニアを チームに加えてみたいと考えております。 特に、ベトナムのエンジニアに興味を持っております。 必須要件は、 nuxt vueでの開発環境に慣れている javascript、html、cssの経験が十分にある 日本語が話せる、または話せるリーダーがいる 是非一度お話の機会を頂戴できませんでしょうか？ どうぞよろしくお願い申し上げます。
...▽その他コメント ※実際のシステム開発の進め方・別途詳細は、メッセージでやりとりして決められればと思います。 ※このお仕事以降も、継続的に追加で開発依頼をさせていただくことも可能です。 たくさんのシステムエンジニアの方からのご連絡・ご応募お待ちしております。 ********************************************************** ボリューム感としては 参考サイトに記載したURLのサイトと同等のモノを作成したいと考えております。 ざっくりですが、 ・求人情報表示 ・求人検索 ・ユーザー管理 ・企業側ユーザー管理 ・企業側求人作成 ・企業側求人管理 ・企業ーユーザー間の連絡管理 上記の機能になるかと思います。 依頼したい作業としては ・システム設計 ・DB構築 ・プログラミング ・デザイン組み込み（HTML、CSS等デザインは当社の方で用意する予定です） ・テスト となります。
詳細は決まってからお伝え致しますが、ランディングページ(LP)を作りたいと考えており、ウェブデザイナー・HTML/CSSコーダー(JSが使えるのであれば尚よし)の方を募集します。 時給換算2500円お支払い致します。 日本人の方であれば、嬉しいです。
HTML, CSS, JS(あれば尚よし)のコーディングが出来るデザイナーを募集致します。 ランディングページの一部の作成を依頼します。 やって頂く内容は別途ご説明致します。 時給換算2500円差し上げます。
...English) - Highly polished, creative portfolio - with clear examples of wireframing, web design, HTML CSS and wordpress builds - Experience in UX and/or web design for Web and mobile - Experience with Bootstrap - Experience with Wordpress - Keyword research SEO performance monitoring (tracking performance against all monitored keywords, identify pages that are/aren't performing, flag opportunities including content gaps) - Website content management (updating/tweaking/maintaining content on all local sites) - Experience with adwords set-up and Optimisation - Website maintenance (looking for 404 errors, cleaning up broken links etc) - Able to turn concepts and high fidelity mock-ups into HTML and CSS fast - Ability to work collaboratively in ...
...います。 開発の継続性 今回のみ、開発をお願い致します。 ECサイトの出店先 独自サイト 参考サイト 希望する色 赤系 重視する点 予算、クオリティ、業務経験・知識、実績評価 希望開発言語 PHP、JavaScript CMS導入 特に希望はありませんので、相談して決めさせていただければと思います。 補足説明 ▽利用するECカート 現在はCakePHPを使用しております。 SEOに強い新しいフレームワークに移行をしたく ご提案を希望します。 サーバーはできればクラウドサーバーを使用したく メリットとデメリットもあわせてご提案をお待ちしております。 ▽ECサイト/ネットショップの制作に使用するプログラミング言語 ・PHPなどのプログラミングスキル ・HTML / CSSなどのコーディングスキル ・MySQLなどのデータベース技術 ・JavaScript（jQuery）の技術 ・サーバ構築、管理の技術があれば尚可（VPS、クラウドサーバーなど） ▽重要視する点・経験 ・Skypeのビデオ面談に対応していただけるかた（必須）＜＝最初に ・Skypeもしくはチャットワークスで連絡が取れる方（必須） ・納期をしっかりと守っていただける方 ・クライアント企業とのコミュニケーションに慣れている方
Hello, We are a Japanese owned Los Angeles Based Apparel Online store company. We are looking for someone who can update the website everyday. -No Need to Be able to read HTML -Each task is about 5 to 10 minutes. -You have to be able to READ Japanese but not able to Write or Speak -If you dont Read Japanese but high IT Literacy so that by our tellling you which part corresponds to which part, then you can do the job. JOB This is the job to update the items that comes to the toppage of our 2 online stores. the management system is already set up so yo do not need to use HTMLat all. You just select the item code from our website and set into the system everyday. SKILLS REQUIRED Ability to arrange items in a meaningful, atttractive manner. Lets say if its gett...
雇用形態: アルバイト 仕事内容: WEBデザイン及びコーディング業務 給与 実力により応相談（案件・作業当たりの報酬） 勤務時間: 仕事量に応じて変動します。お好きな時間ご自宅で作業して頂けます。 必要なスキル: 手打ち又はwordpressなどを使ってホームページをで制作できるスキル FireworksもしくはPhotoshopのスキル デザインセンス CSSの知識は必須。 制作に必要なSEOの知識は都度レクチャーします。 文章を書くのが好きな方。 サイトに関するテーマのWebサイト掲載文章執筆 （こちらのサイトに相応しいテーマでのライティング） 給与 文章力と文章の集客価値により応相談 （週1記事600文字程度） 昇給 長期継続の場合のみあり。 応募資格: 学歴は一切問いません。デザイン力とホームページ作成経験は必須です。パソコンを所有し、スマホ等のメールでの連絡が日中可能な方。 応募方法: まずはe-mailよりご応募下さい。 お電話での対応はしておりません。 お名前・ご連絡先（住所・TEL・メールアドレス） 制作実績のURL 使用可能なソフトやスキル等のアピール 作業開始可能時期
Services Professional Photos, Images, Pictures editing Data Entry & Data Processing Logo Designing & T-shirt Designing Any work with Ms. WORD, Ms. Excel, Ms. PowerPoint Architecture HTML, CSS, PHP FB Cover Photo, Banner Designing
I'm looking for a skilled web developer to create a captivating introduction page for my website. Key tasks include: - Building a functional and visuall...developer to create a captivating introduction page for my website. Key tasks include: - Building a functional and visually appealing introduction page with effective UX design. - Integrating text and images on the website. Note that while I'll provide the text, the images will need to be created by the selected freelancer. Your proposal should factor in this requirement. Ideal skills: - HTML, CSS and Javascript for webpage creation. - Adobe Photoshop or similar for creating tailored web images. Experience in creating and formatting introduction websites is strongly desired. Please include sample...
...and interactive websites. The developer will be responsible for building a feature-rich website that offers fare comparison between major ride-sharing companies, provides valuable content through a blog, and fosters community engagement through a dedicated forum. Skills and Requirements: Proficiency in WordPress development, including theme customization and plugin integration. Experience with HTML, CSS, JavaScript, and PHP. Ability to work with REST APIs to fetch and display real-time fare data from major ride-sharing companies. Knowledge of SEO best practices to ensure the website's visibility and search engine optimization. Familiarity with forum plugins to create a robust and engaging discussion platform for riders and drivers. Excellent problem-solving skills an...
I need to convert my word document into a fillable PDF document. This is a template for continence assessments. The person using the document will need to be able to input information into text fields, tick checkboxes, and select from dropdown menus. The converted PDF does not need to retain the original layout but the order of the items must stay the same. Ideal skills for this project include: - Proficiency in Adobe Acrobat or similar software for creating fillable PDFs. - Understanding of form design and user experience. Please let me know your experience with similar projects and how you would approach this task.
...Google Adsense integration in mind, adhering to their program policies to ensure potential ad placement approval. Core PDF functionalities: Compress PDFs Merge multiple PDFs Split PDFs into separate documents Convert PDFs to other formats (e.g., Word, Excel, JPG) (Optional) Basic PDF editing features (consider development complexity) Security: Implement robust security measures to protect user data and uploaded files. Scalability: Design the platform with scalability in mind, considering future growth and potential additional features. Technical Considerations: Front-End Development: HTML, CSS, JavaScript Framework (e.g., ReactJS) Back-End Development: Server-side language (e.g., Python, PHP) PDF Processing: Utilize PDF manipulation libraries or APIs for efficient ...
Hello! I'm in need of an expert in Visual Studio that can handle some alterations to older .rpt file formats. This job mainly revolves around the cosmetic aspect of these documents – no substantial alterations required. Specifically, I need some assistance with: - Modifying headers and footers within these .rpt files Here's what's not necessary for this job: - No major layout or structural changes are needed. We're sticking to the pre-existing arrangement. To excel in this job, you should have: - Proficiency in working with Visual Studio - Extensive experience working with .rpt format files - Expertise in handling cosmetic changes to digital documents Please note, specific instructions for header and footer modifications will be provided upon project...
...Logo Design: I need a unique and memorable logo that encompasses our theme of being a healthy restaurant with global influences. - Business Cards: Design professional and catchy business cards that reflect the brand identity. - Color Palette: Develop a color palette that includes green as the primary color and other complementary shades that will resonate with the brand's global and healthy positioning. - Instagram Templates: Create engaging and consistent templates for Instagram that can be used for our social media marketing. Ideal Skills: - Proven experience in branding, particularly for restaurants or food-related businesses. - Strong graphic design skills. - Understanding of color psychology and how it relates to branding. - Ability to create visually appealing and sca...
...and interactive websites. The developer will be responsible for building a feature-rich website that offers fare comparison between major ride-sharing companies, provides valuable content through a blog, and fosters community engagement through a dedicated forum. Skills and Requirements: Proficiency in WordPress development, including theme customization and plugin integration. Experience with HTML, CSS, JavaScript, and PHP. Ability to work with REST APIs to fetch and display real-time fare data from major ride-sharing companies. Knowledge of SEO best practices to ensure the website's visibility and search engine optimization. Familiarity with forum plugins to create a robust and engaging discussion platform for riders and drivers. Excellent problem-solving skills an...
I am looking for a skilled professional who can create engaging, visually appealing newsletters for my company's marketing and promotional activities. I have all contents on an existing theme but need a new theme c...theme but need a new theme contents all in word doc. someone creative - The target audience are industry professionals, so the content should be tailored to their needs and interests. - The newsletter will be sent out quarterly, so it's important to be able to work in a timely manner and meet deadlines consistently. Ideal skills for this project include: - Proficiency in newsletter design and layout - Strong organizational and time-management skills. Please include samples of your previous work when applying. MY BuGET is max $20 AUD dont ask me mor...
I am in need of a skilled professional who can convert my home design drawings into scale plans suitable for a county site plan. The purpose of this project is not for a building renovation or construction project, but specifically for the county site plan use. Key Inclusions: - Property boundaries - Building footprint - Setbacks from property lines - Drive - Easement road - Walkway - Existing trees as shown in the design - Septic tank Ideal Skills: - Strong understanding of scale plans and architectural drawings i.e. stetchup - Proficiency in using measurements and dimensions to create accurate scale designs - Ability to pay attention to detail and accurately incorporate all required features into the plan - Experience with county site plans would be beneficial but not mandatory...
I need a training manual created from a series of PowerPoint slides. The manual will be used as a reference guide f...for the manual that reflects its training purpose. The design should be visually appealing and professional. - The manual should be a clear and easily accessible guide to the training content. - No interactive elements are required. Skills and Experience: - Experience with graphic design, particularly in creating book or manual covers. - Proficiency in Microsoft PowerPoint and the ability to convert slides into a cohesive document. - Understanding of instructional design and the ability to create a logical and user-friendly structure for the manual. The ideal freelancer will be able to translate the content from the slides into a well-designed, print-ready traini...
I require an expert who can modernize my PowerPoint presentation. - The content of the presentation is ready. Your main task will be to revamp the look and feel of the slides to align with our newly updated webpage. - You should use the same verbiage, but update the color scheme, layout, and font styles based on the webpage. - I expect you to incorporate the color scheme from the webpage, as well as our company logo colors. - This project is of the utmost urgency; I need it completed ASAP. The ideal candidate for this project should have: - Proven experience in PowerPoint design and modernization. - A strong understanding of color theory and design principles. - The ability to work swiftly without compromising on quality. - Good communication skills to ensure the project is com...
I'm looking for a design expert who can effectively convert an unavailable format logo into a captivating design suitable for use on websites, business cards, and truck magnets. Your proficiency in graphic design and logo conversion is vital for this task. Your successful application should ideally showcase your: - Demonstrated expertise in logo recreation - High proficiency in design software - Previous graphic design projects Finally, an understanding of how to apply designs to different platforms (website, business cards, and truck magnets) will be valuable in this project. We are thrilled to see your innovative approaches to breathe new life into our logo.
I'm looking for a skilled professional with experience in creating visual merchandising and store layout designs. For this project, you will build on the data model you created in Project 1. You will be analyzing and creating visualizations of the data contained in your Access databases. All instructions for the project can be found in the PDF attached. Ideally, the successful freelancer should have: - A strong portfolio showcasing past retail design projects - Proficiency in retail space planning and product display - A deep understanding of customer flow optimization - Excellent communication skills to understand my vision and bring it to life - Ability to deliver the final visualizations in MS Access format Please provide examples of your past work and how your experience...
I am seeking an entity with expertise in ESP32 programming, specifically having an in-depth understanding of RTKLIB's implementation and RTCM conversion. The task includes: - Coding, making the ESP32 project work in coordination with the RTKLIB to fu...for Maritime Services) code conversion is needed. Particularly converting RTCM messages 1005, 1077, 1087 to 1006, 1004, 1012 and adding 1033 - The ideal candidate for this project needs to be familiar with the RTK rtcm and how to utilize the 'TADJ = 1' variable in the RTKLIB to enhance positioning accuracy and aid in correcting transmission errors. If you have the skillset, including an understanding of sensor data processing and receiver clock adjustments, please apply. Prior experience with positioning syst...
...enhance current area for fittings. can move or build more dress hangers. using curtains as elements is an option using greenery and other plantery is an option. re location items is possible. need 3d rendering the pictures are in the order of entry to the store al the way back to the fitting area. Key Requirements: - The design should be luxurious and timeless, appealing to brides-to-be. - The layout needs to optimize the customer experience, considering factors such as privacy for fittings. - The interior should reflect the classic yet elegant theme, with a modern touch. - Attention to detail is crucial, as a refined and sophisticated atmosphere is key to my brand. Ideal Skills and Experience: - Proven experience in designing retail spaces, especially in the clothing indus...
NEEDS TO BE DONE IN 10 HOURS. I need a developer to create a Science Fiction Portal site using HTML, CSS, Javascript, PHP and MongoDB. The project has very tight time constraints, so I'm looking for someone who can work quickly and efficiently. Key Features: - Discussion Forums: The site must have an integrated forum for engaging discussions related to science fiction. - Movie and TV Show Reviews: Users should be able to rate, review and discuss science fiction movies and TV shows. Design Preferences: - I envision a minimalistic and modern design for the portal. The site should be clean, easy to navigate and visually appealing. Ideal Skills and Experience: - Proficiency in HTML, CSS, Javascript, PHP and MongoDB - Previous experience in developing forum...
I'm in need of a skilled architecture professional who can develop a comprehensive design for a small-scale, multi-purpose building. The project involves a versatile building that will encompass residential, commercial, and mixed-use functionalities. Key Requirements: - Detailed Architectural Design: This includes the layout of the building, spatial functionality, and structural elements. - Interior Design: The interior of the building must be aesthetically pleasing, functional, and serve the needs of both residential and commercial purposes. - Landscape Design: A cohesive and visually appealing design for the outdoor space. This will need to be flexible enough to accommodate the mixed-use aspect of the building. Ideal Freelancer: - Experienced in Architecture: Proficient i...
I need a developer to create a Science Fiction Portal site using HTML, CSS, Javascript, PHP and MongoDB. The project has very tight time constraints, so I'm looking for someone who can work quickly and efficiently. Key Features: - Discussion Forums: The site must have an integrated forum for engaging discussions related to science fiction. - Movie and TV Show Reviews: Users should be able to rate, review and discuss science fiction movies and TV shows. Design Preferences: - I envision a minimalistic and modern design for the portal. The site should be clean, easy to navigate and visually appealing. Ideal Skills and Experience: - Proficiency in HTML, CSS, Javascript, PHP and MongoDB - Previous experience in developing forums and review systems - Ability t...
Good evening, I need help with a Python assignment and I also need programming tutorials in java, Python, mvc, php, Javascript, mysql, jQuery, html, css, asp.net, c#. The tutorials would be in Spanish. I need them as soon as possible.
I need to create a new layout for my system in Figma. It is a system based on React.JS
Need the work to start right away with fast turnaround. Convert a pdf to a google doc so the text can be editable.
I'm in search of a skilled and experienced architect to bring my vision of a modern residential property to life. Key Requirements: - **Architectural Expertise**: Your role will be to create a design for a new construction that's modern in style. This includes the layout, elevations, and detailed construction plans. - **Innovative Design**: I'm looking for a property that stands out and is both functional and aesthetically pleasing. Your ability to think outside the box and incorporate unique elements will be highly valued. - **Compliance**: Ensuring that the design is compliant with all relevant building codes and regulations is a fundamental part of this role. - **Communication Skills**: We'll need to have clear and open lines of communication throughout the p...
In need of a skilled web designer to create a clean, minimalist mockup for an informational website targeted at professionals offering my services (not pr...can create. If you have any questions regarding the details, I’m looking for in addition to what I’ve already been provided. I am more than happy to provide. It will be a service based offering website. Ideal Skills: - Web design experience - Familiarity with minimalist aesthetic - Previous work with informational websites - Understanding of professional audience needs The goal is for a simple layout that provides clear, easily accessible information. Being able to incorporate subtle color schemes and smart typography to project professional vibes is a must. Your portfolio demonstrating similar projects would be h...
We are using an online field service software platform called Uptick for our field technicians to carry out inspections of fire systems. The online software we use generates a PDF report based on the field technician inputs. We have access to the CSS/HTML/DJango source code to modify the PDF output. We require a developer who will work with us to generate a PDF output based on our design by modifying the existing source code. Please note: The developer must be willing to discuss the project via [Removed by Freelancer.com Admin for offsiting - please see Section 13 of our Terms and Conditions] so that clear instructions can be discussed as to the required PDF output.
...careers section to our site. In addition to these main tasks, there are various other content updates required. Key tasks involve: - Designing and customizing the blog/news section with a custom layout and related posts section. - Implementing a comprehensive careers section including job listings, an application submission form, and employee testimonials. - Updating text and images across the site and adding new pages as needed. Ideal candidates should have: - Proven experience with WordPress and Elementor. - A strong portfolio demonstrating success with similar projects. - A keen eye for design, layout, and user experience. - Strong communication skills to understand our needs and provide updates throughout the project. Please include examples of your work and your ...
It is step by step guide on how we work as a business to service our clients. This will be shown to potential clients need it to be more engaging. Visual design, Layout and formatting, Graphics and images
I am seeking a talented freelance 3D home designer to assist with visualizing the renovation of our basement space. Our goal is to transform this area into a functional and aesthetically pleasing living space. Th...aesthetically pleasing living space. The selected freelancer will work closely with our team to understand our vision and translate it into detailed 3D renderings. Responsibilities: Create detailed 3D models and renderings of the basement space, including layout, furniture placement, and decor elements. Provide multiple design options for consideration, incorporating feedback and revisions as needed. Ensure that the designs meet both functional and aesthetic requirements. Deliver high-quality 3D renderings within the agreed-upon timeline. Basement layout is attac...
I'm seeking a skilled developer to build a trading bot for the Solana web3 infrastructure. This project involves: - Smart contract deployment - Token and wallet integration - Algorithmic trading bot development Your expertise should include proficiency in creating trading bots, with a deep understanding and prior experience in implementing aut...development Your expertise should include proficiency in creating trading bots, with a deep understanding and prior experience in implementing auto-buy and sell features. Knowledge of trend following, mean reversion and breakout trading strategies is crucial for this role. Additionally, I expect familiarity with the Solana ecosystem to ensure seamless integration. Your input will be vital in positioning the bot precisely within the m...
I require assistance with developing a minimalist and clean design for a new website aiming to increase user engagement. The design needs to be suitable for a wide range of users, creating an intuitive and engaging environment. Key Requirements: - Proficiency in UI/UX design and website layout development - An understanding of minimalist design aesthetics - Prior work in creating engaging and user-friendly interfaces - Sensitivity to color schemes and understanding of their impact on user experience Ideal Skills: - Strong background in website design specifically tailored for user engagement - Extensive experience in minimalist design style - Keen eye for detail and consistency in design elements The outcome of this project is to create a website design that is not only visuall...
I need some minor changes made to a HTML template. The email template needs to be optimized for various email clients, including Gmail, Outlook, and Apple Mail. I need the new layout to be inspired by specific designs I will provide.
...this campaign is to increase the visibility of my digital products in this particular market segment. I need someone who can effectively communicate the unique value propositions and features of my products to this audience. - **Generating Leads**: In addition to spreading awareness, I want to turn this visibility into tangible leads. The ideal candidate should be able to implement strategies to convert engagement with our brand into potential customers. - **Driving Sales**: Ultimately, the end goal of this campaign is to drive sales for my digital products. Experience in crafting compelling sales copy and executing direct response marketing on Facebook is a must. Ideal Skills: - Proven track record in Facebook marketing for digital products - Understanding of B2B marketing an...
I am searching for an experienced workbook designer to collaborate with me to develop an engaging and effective workbook for emerg...fill in (either using InDesign or another platform) that will guide my writing and work prompts process. Once I have completed a first draft of the workbook, the designer will collaborate with me to finalize page layouts and manage the printing/production process. Ideal Skills and Experience: - Experience in designing workbooks and workbook templates. - Proficiency in graphic design and layout software - Ability to translate complex concepts into simple, engaging content. - Exceptional collaborative and communication skills - Significant experience in printing processes and final production. I attach here the brief for the project and the cove...
Looking for a Figma Designer for a dashboard. This project will require an overall layout with individual sections so do not bid by a per page but rather the main design and then a few pages within. Will discuss in PM.
...name "SOLTETI". The template will be based on the existing layout of the following website: [Link to website: ] Project description: Goal: Develop a template and logo for our online ERP system, maintaining the visual identity and functionalities of the website layout provided above. Layout Details: The website layout provided will be made available to the selected freelancer for reference and inspiration. Technical requirements: The template must be compatible with our ERP system and easily integrated. It must follow best design and usability practices. Be responsive, ensuring a consistent experience across different devices. Deliverables: Design files (Figma, PSD, etc.). Code files (HTML, CSS, etc.). How to apply: Interest...
I need someone who can help me enhance the layout of my existing plain text documentation by uploading it to Gitbook. The goal is to make the documentation more user-friendly and professional. Key Responsibilities: - Rearrange the current plain text documentation in Gitbook to improve its visual appeal and organization. - Apply intermediate customization to the layout - this includes adding custom fonts, colors, and navigation elements. Ideal Candidate: - Previous experience working with Gitbook or similar documentation platforms. - Proficiency in HTML/CSS as the customization required is at an intermediate level. - A keen eye for design and user experience to ensure the documentation is not just informative but also visually engaging. - Excellent attention to...
As the client, I require a dynamic and engaging informational website catering to a general audience. Although I don't...specific design style in mind, the site's look and feel should be appealing and user-friendly. Key Tasks: - Designing and iterating website. - Implementing user-friendly features and functionalities. - Monitoring and maintaining the site post-development. Ideal Skills: A freelancer with a broad range of web development skills will help achieve the best results. This includes proficiency in HTML/CSS, JavaScript, graphic design, and content management systems, among others. A strong sense of aesthetics and an understanding of user experience principles are also essential. Prior experience in developing informational websites for a general audi...
...no content, internal links, or references are pointing to the staging domain, and update all references to the live domain. • Address minor fixes and enhancements on blog pages, including layout adjustments and formatting issues, to maintain a consistent and user-friendly experience. Qualifications: • Proven experience with WooCommerce development, customization, and optimization, including theme development and plugin integration. • Expertise in advanced SEO techniques and tools, with proficiency in Rank Math SEO (Paid) and Linkwhisper (Paid). • Strong understanding of web technologies such as HTML, CSS, JavaScript, and PHP, with the ability to troubleshoot and resolve technical issues. • Experience with optimizing site speed, engagement, a...
I need a similar :// website with changes to its content. Successful freelancers should have: - Relevant experience in WordPress website development - Excellent understanding of WordPress architecture and plug-ins A successful job would: - Retain the layout and feel of the original site - Have all the functionality of the original site Please include relevant experience in your application.
...and HTML format. The designs should be compatible with both desktop and mobile platforms. Key Requirements: - Design a detailed course listing page Reference link may be The ideal candidate should have proficiency in UI/UX design for professional platforms, with special emphasis on corporate styling. Ability to create engaging designs that can be translated into both PSD and HTML is essential
