Machine learning algorithms from scratch jobs

I'm looking for an experienced professional who can help me with setting up and utilizing to enhance my recruitment business. Key Responsibilities: - Set up : I need assistance in creating an effective setup of from scratch. This includes but is not limited to integrating with our existing systems and ensuring all necessary tracking and analytics are implemented. - Lead Generation: Utilize to identify and engage with potential leads in the recruitment sector. Key Objectives: - Increasing Sales Conversions: The primary goal of using is to improve our sales conversion rates. The ideal candidate should be able to strategize and implement initiatives that will lead to increased sales and revenue. Ideal Candidate: - Proven Track Record: I'm

...analysis. As this project is focused on predictive modeling, specifically regression models, your skills and experience should highlight your familiarity and expertise with the following tasks: - Statistical Analysis: Your main task would be centered around executing statistical analysis and modeling using R programming. The project primarily requires predictive modeling, like regression and machine learning techniques. - Regression Models: Given the nature of this project, it's critical that you have a keen understanding of regression models. Your role would entail using these models with R programming to analyze the large data set provided. Your ability to handle large data sets, extract meaningful insights, create predictive models, and effectively present resul...

I'm in need of an expert in Xero for my recruitment business. What I need: - Complete Setup: I need my Xero account set up from scratch for my business - Essential Features: Prioritize Invoicing and payments, Expense tracking, Payroll management, and Inventory tracking. Ideal Skillset: - Extensive Xero Experience: Proven track record with Xero for businesses, especially in the recruitment industry. - In-depth Knowledge: A clear understanding of Xero's functionalities, especially those relevant to my business needs. - Customization Expertise: Ability to tailor Xero to meet the specific needs of a recruitment business. - Time Efficiency: I'm looking for someone who can complete this setup promptly and accurately. Please provide a summary of your Xero experi...

I'm looking for a skilled individual who can help me read a file and extract specific data from it. Key Requirements: - Extraction of File names, File sizes, File creation dates, and messages stored in the DB file. - Ability to adapt to extracting all messages or specific ones, depending on my future needs. - Delivery of the extracted data in a Spreadsheet format, preferably Excel or Google Sheets. Ideal Skills and Experience: - Proficiency in reading and interpreting files. - Advanced skills in data extraction, particularly from database files. - Experience in delivering data in a spreadsheet format. - Flexibility to accommodate future changes in the extraction requirements. - Strong communication skills to clarify requirements and deliverables.

I need a skilled Wordpress developer to insert a specific page from a backup into my current Wordpress site's pages section. Key Tasks: - Identify the specific page from the backup: The page to be inserted is a custom one I had previously made. - Insert the page into the pages section of my current Wordpress site: The content on this specific page should be kept as is without any modifications. Ideal Skills: - Proficient in Wordpress: You should be well-versed with the structure and functionality of Wordpress sites. - Experience with page management: You should have prior experience with inserting and managing pages within a Wordpress site. - Attention to detail: It's important that the page is inserted accurately to ensure all content and elements are maintained.

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We are currently seeking a digital marketing professional with expertise in search engine optimization and social media marketing. Key responsibilities include: * Developing and execut...understanding of digital marketing trends, excellent analytical skills, and proficiency in SEO tools to bolster our online presence, ranking, traffic, revenue, visitors, brand awareness, business growth, and trust and authority in search engine results. Comprehensive knowledge of algorithms for Facebook, Instagram, Twitter, Google, and TikTok is essential. Previous experience managing these platforms is required. This is a four-month project commitment with a detailed task structure outlined for each month. Compensation ranges from $50 to $100 per month upon completion of the assigned task...

We are in search of a digital marketing professional who excels in search engine optimization and social media marketing. Key responsibilities include: - Crafting and executing impactful strategies to attract ne...exceptional analytical skills, and proficiency in SEO tools to increase our online presence, ranking, traffic, leads, revenue, visitors, brand awareness, business growth, and trust and authority in search engine online presence. Comprehensive knowledge of Facebook, Instagram, Twitter, Google and Tik Tok algorithms is essential. Previous experience managing these platforms is a must. This is a four-month project commitment with a detailed tasks structure outlined for each month. Compensation ranges from $50 to $100 per month upon completion of the assigned tasks ...

We will remove three persons from a picture professionally within 24 hours Thanks

I worked incredibly hard for over a year to bring you a top-notch learning program with Freelancer.com that was never revealed before… It's not just about teaching you everything I know and sharing my journey to the #1 amongst 70 million people; it's also about connecting you with a great community.. Once you complete the program and pass the test, you'll earn an exclusive badge that very few people get.. But.. Also, you get all of the following INCLUDED with NO HIDDEN COST in a YEARLY price of 129 USD: ➡️ Be among the elite few to earn the new IFC badge on your profile so that you can stand out! (Upon successful completion of the test) - Priceless! ➡️ Unlock hours of groundbreaking video content I’ve been working on for months that's nowhere el...

...search engine from scratch. The specific programming language is open as the user did not specify a preference, so proficiency in Python, Java, or C++ will be a plus. Though the user has not provided insights into the specific features desired for this project, common elements of search engines include web crawling, indexing, and ranking algorithms. Your familiarity with these or willingness to research and incorporate them will be essential to your success in this project. The user did not specifically state the purpose of the search engine, however it could be for personal, business, or educational use. Balancing these needs could be a crucial part of the project. Skills and Experience Needed: • Knowledge of search engine architecture: web crawling, indexin...

Looking for an adept Flutter Developer with significant Machine Learning (ML) and Computer Vision (CV) capabilities for an exciting Mobile App project. The timeline for completion is approximately one month. I'd like to highlight that: - The main purpose of the app and specific features to be included shall be discussed in detail later on. - The ideal freelancer for this project should demonstrate considerable experience in Flutter development, with a track record in ML and CV projects. - The ability to deliver completed work within tight deadlines is paramount. - Proven capability in creating imaginative and user-friendly mobile applications is desired. You should need to have experience using this package: or something similar and

I'm looking for a TypeScript expert to build a SaaS model comprised of small micro-services within windmill.dev. The goal is to handle incoming data from Instagram and automatically respond using chatgpt. Key tasks will include: - Writing clean, optimized TypeScript code - Debugging and fixing any errors that may arise - Implementing complex algorithms to process data accurately and quickly In terms of functionality, the application should be able to: - Monitor Instagram messages and comments in real-time - Set up a webhook to receive Instagram data - Reply automatically to the messages received using OpenAI Assistant Ideal skills and experience for this project include: - Proficiency in TypeScript and SaaS architecture - Experience integrating with Instagram's...

...building brands, we deliver unique & scalable marketing execution to drive the highest ROI for the businesses and organizations that we serve. Who We Are Looking For The right person will be a dynamic and versatile copywriter who is capable of creating blog content pertaining to a variety of different industries. As a digital marketing agency with clients across the spectrum, these can range from ecommerce stores, SaaS tools, medical spas, mobile apps, service providers and many more. These blogs will be written with the specific purpose to compliment our SEO strategies, and will either be posted directly on the clients’ site, or on high-traffic blog channels across the web, as well as use search engine optimization strategies to write blog content that helps boost ...

I sent $100 to the wrong address on the Solana Blockchain from my USDC Solana trust wallet to Solana token to NDAX broker. Here is the transaction

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: ...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 genre capabilities were not defined. The ideal candidate for this job has a mix of programming and design skills, with experience in AI programming and a keen design eye. Experience with machine learning would be a plus. A strong understanding of typography, color theory, and image comp...

According to the attached diagram it is necessary to measure the electrical conductivity value with an ESP32 and via RS485 Modbus transfer the value to a Siemens S71200 PLC. In addition to the creation of the software, the project must be tested online with the PLC and the acquisition system as per the diagram. The communication parameters are 9600,N,8,1 and the slave is number 2

I need a 2D construction drawing of an iron and recycled plastic lumber picnic table, ideally sized at 7' long. The primary purpose of this table is for public park or space furniture. We have been provided the exact details to follow by the owner. We do not have access to the CAD drawing therefore it has to be created from scratch. Drawing to be formated as 36" long x 24" high (Arch D) The font style used should be arial and all caps. A new title box will be required. see provided example in template. Key Features: - Wheelchair Accessibility: The table should be designed to accommodate wheelchair users, ensuring they can easily access and use the table. Skills and Experience: - Experience with 2D drafting and designing furniture is essential. - Knowle...

I'm seeking a talented designer with a knack for creating trendy, unique streetwear t-shirts. The designs should lean towards minimalism, but also encompass graphic elements and occasional text. The primary target audience for these t-shirts is young adults. Key Responsibilities: - Create streetwear t-shirt designs from scratch - Apply a minimalist aesthetic with a mix of graphic and text elements - Ensure designs are trendy and unique - Understand and cater to the tastes of young adults Skills and Experience: - Proven experience in streetwear design - A good understanding of minimalist design principles - Ability to create unique and trendy designs - Familiarity with designing for the young adult demographic - Strong portfolio showcasing relevant work - Excellent comm...

Looking for a CPA from Philippines with strong English skills, multi-years work experience in Xero, QBO, MYOB, Sage for US/Australia/NZ companies. Tax filing experience would be an added skill. Overall engagement would start small but can grow into a full time engagement depending on the quality of work delivered. The role would entail shift working and the work hours will be a function of client requirements. (PH night shift/early morning shift). Only looking at Individual Freelancers with CPA qualification, team bids will be rejected. If this description excites you, happy to chat. Experience in automation in accounting and comfort with writing accounting / finance content preferred. The price range quoted is monthly price range.

...professional proficient in AI search algorithms, specifically in-depth understanding of Depth-first search, Breadth-first search, and A* search. This expertise will be crucial for a Machine Learning project I’m working on. Requirements: - Proficient in Python - Strong knowledge and experience in implementing Depth-first search, Breadth-first search, and A* search algorithms - Experience in Machine Learning projects The freelancer should be skilled in the implementation of these algorithms in a Machine Learning context. I’m looking for someone with a proven track record in this area, as the effectiveness of these algorithm implementations is crucial to the overall success of this project. Your understanding of...

I am in need of an experienced illustrator with a sharp eye for architectural style and medium-level detail. Your task will be to convert about 100 of my basic 2D and 3D architectural line art illustrations into 3D line art illustrations. The output can be in colourful or black and white, but they should be visually appealing and clean. Ideal Skills: - Proficiency in creating architectural style illustrations - Experienced in creating detailed illustrations - Ability to transform 2D designs into 3D line art The architectural style should be modern, keeping the design minimalist with an emphasis on detaild, cleanliness and appeal. Your creativity will be greatly appreciated in this project, and I look forward to seeing your innovative approaches to this task.

I am in need of an experienced illustrator with a sharp eye for architectural style and medium-level detail. Your task will be to convert about 100 of my basic 2D and 3D architectural line art illustrations into 3D line art illustrations. The output can be in colourful or black and white, but they should be visually appealing and clean. Ideal Skills: - Proficiency in creating architectural style illustrations - Experienced in creating detailed illustrations - Ability to transform 2D designs into 3D line art The architectural style should be modern, keeping the design minimalist with an emphasis on detaild, cleanliness and appeal. Your creativity will be greatly appreciated in this project, and I look forward to seeing your innovative approaches to this task.

I'm looking for a sea...looking for a seasoned full stack developer with a solid background in AI and mobile development. As the platforms for deployment will be iOS and Android, proficiency in programming languages that support these platforms is required. Responsibilities: - Develop an AI psychologist application for iOS and Android platforms. - Apply machine learning techniques. - Build an efficient, testable, and reusable code. Ideal Skills: - Experience with AI, Machine Learning, iOS, and Android app development. - Proficiency in Python, JavaScript, and Java would be ideal but it's not required. - Deep understanding of mobile development frameworks. Don't hesitate to apply if you are experienced with building AI apps for mobile platforms....

I'm in the process of building a new dynamic Real Estate Website from scratch and I'm seeking a skilled developer with expertise in Core PHP or Laravel to assist me. Key Project Details: - The website will be a single vendor system, specifically designed for the real estate sector. - Since it's a new project, we're open to your expertise on whether we should work with Core PHP or Laravel. Your Role: You will be responsible for developing the entire website. This includes designing a user-friendly interface, ensuring smooth functionality, and implementing necessary features for a Real Estate platform. Skills Needed: - Proficient in Core PHP or Laravel - Prior experience in creating dynamic websites, particularly in the Real Estate sector, is a huge p...

For this project, I'm looking for an expert in machine learning and image recognition to develop a model that will accurately identify food objects from images: Key Objectives: - The model should focus explicitly on food items with the end goal being to assess the share of shelf products in stores. Please ensure that the model can identify a range of different food types, with a strong understanding of diversity in shapes, sizes, and packaging. - The final application of the image recognition model is for retail shelf analysis. Ideal Candidate: The perfect match would have experience with object recognition models, particularly food items and retail environments. Strong proficiency in machine learning and related software would be a substantial adv...

I'm looking for a skilled inspector to evaluate and sign off on an oven and a crepe machine in my kitchen. Specifically, your focus should be on: - Oven: Performance and safety, ensuring optimal operating conditions and safety standards are met. - Crepe Machine: Functionality and particle count, assessing its workflow and cleanliness. Previous experience in kitchen equipment inspection is important for this job. Your expert eye will help maintain efficiency and longevity of the devices.

...have the following features. - Create unique music based on user input information (speed, type, length...). - Create music based on the voice provided by the user - Change the voice of music provided by the user to the voice provided by the user Skills expected of you 1. Strong background in machine learning, deep learning, and neural networks. 2. Experience with audio signal processing and familiarity with audio data preprocessing techniques. 3. Proficiency in Python and experience with machine learning libraries such as TensorFlow, PyTorch, and Keras. 4. Knowledge of music theory and composition is a plus. 5. Experience with voice synthesis technologies such as WaveNet, Tacotron, or similar frameworks. 6. Familiarity with data augmentation librarie...

I need an experienced PowerPoint designer to create an educational presentation aimed at students. The presentation will consist of 10-20 slides. the presentation will be about an application Ideal Skills and Experience: - Proven experience in designing educational PowerPoint presentations. -...presentation will be about an application Ideal Skills and Experience: - Proven experience in designing educational PowerPoint presentations. - Strong understanding of effective presentation techniques for engaging student audiences. - Ability to distill complex concepts into clear and visually appealing slides. - Experience with incorporating multimedia elements (e.g. images, videos) to enhance learning experience. Please provide samples of your previous work related to educational pres...

I'm currently seeking a skilled freelancer with a...amazon, then proceed with listing once brand approved by amazoz. Key Responsibilities: - Brand registration with Amazon (prime job) - Transfer my existing product listings from another eCommerce platform to Amazon. My product line focuses on Clothing and Accessories (Ethnic Clothing & Accessories and Wedding Accessories) - I have high-quality professional photos of my products, so your job will be simply to upload these as required by Amazon. Ideal Skills: - Excellent proficiency in English language, both written and verbal. - Hands-on experience with Amazon seller platform. - Knowledge of SEO and understanding of algorithms for product search on Amazon would be highly advantageous. - Ability to work independently...

I need a skilled h a c k e r to help recover funds that are currently inaccessible on a website. The specific details of the situation will be shared upon hiring. The successful freelancer for this job should ideally possess: - Proven experience in ethical h a c k ing or similar - Strong understanding of website security - Excellent problem-solving skills - Ability to maintain confidentiality Please apply if you have the necessary skills and experience for this task.

Simply renew text content inside html from doc.

As...looking for a skilled Shopify developer to turn my design into a functional e-commerce site. My main requirement is to prioritize user experience optimization and ensure that my customers have a seamless and effortless shopping journey. Here's what I need: - A Shopify page built from a specific design. - Strong emphasis on user experience optimization. - No requirement for multiple language support, just English. As an ideal candidate, you should have: - Extensive experience in developing Shopify sites from scratch. - A keen eye for detail to accurately implement my design. - Expertise in user interface and user experience design. - Proven track record in creating easy-to-navigate online stores. Get in touch if you can help me create a Shopify site that...

I'd like to re-instate a site from a Digital ocean droplet backup. I've tried doing it myself but when I create a new droplet using the backup I can't get the site to load and don't have the technical knowledge to know what's going wrong. Thank you

I'm seeking a creative mind to develop an engaging and interactive cookbook targeted towards children aged 7-10 years old. This is not your average c...creative outlet, include colouring-in pages throughout the book. These can be related to the recipes or have a broader food theme. Ideal Freelancer Skills: I am looking for someone with experience in children's publishing or content creation, ideally with a background in education or early learning. They should be skilled in interactive design and have the ability to produce visually appealing and kid-friendly content. Familiarity with food or cooking would be an added advantage. The ability to infuse learning with fun is essential for this project to thrive. Logo is attached. This is lids to sell so I want it to...

I'm currently studying at an advanced level in quantum physics and am looking for an experienced tutor who can guide me through unchartered territories. The specific topics I need to cover are not defined yet, hence flexibility and depth of knowledge will be key. ...cover are not defined yet, hence flexibility and depth of knowledge will be key. Ideal candidate: - Degree in Physics or related field - Extensive experience in advanced quantum physics - Expertise in various quantum physics topics - Proven record of effective tutoring Please note, the deadline for this project is flexible as I'm focusing on comprehensive understanding rather than fast-paced learning. Your availability and commitment to the project will be important. Let's help me dive deeper into the ...

As a Windows user, I'm looking for someone who can set up an OpenSSH server on my personal computer. This setup should allow connections to IP socks without requiring any authentication. Key Tasks: - Installation and configuration of OpenSSH on my Windows machine. - Ensuring the server is properly set up to connect to IP socks that don't need authentication. Skills and Experience: - Proficient in Windows systems and administration. - Experienced with setting up OpenSSH servers. - Good understanding of networking and IP socks. - Ability to ensure the server is easy to use for beginners. Please ensure that you're able to balance the need for security with the priority of making this setup beginner-friendly.

I'm in need of an experienced React Native developer who can assist in building an app for both iOS and Android. The primary goal of this app is to allow users to register different parameters, which will be discussed in further detail.(I'm a fullstack developer myself but need help to re-build a current app). So you don't have to come up with stuff from scratch. Key Responsibilities: - Develop a React Native app with Expo for both iOS and Android platforms Your responsibilities will include: - Collaborating with me to reach a scalable React Native app using - Designing a user-friendly interface and implementing necessary features - Ensuring the app is optimized for both iOS and Android platforms Ideal Skills: - Strong knowledge and experience in React Nati...

...match from the Legend, and display the final result. Requirement The app does not have to look pretty. Something basic will do. The APP must be able to accurately identify the ‘New’ color against the Legend. We will provide you with a few sample pictures our student took , and the Legend/Color Chart to match against. Please submit your APP upon completion. The winning APP should be one that can accurately match the jpg. picture to the Legend. Problems Since the pictures are taken from an iphone, some pictures may lack clarity or may display ‘yellow or orange’ ambiance lighting that may affect the true color of the picture. The APP must be able to ignore the orange/yellow tint to detect the correct color. Key requirements: - The program...

Tasked with migrating our existing PHP/Apache project files and DB database from our live server to a new vendor server. This positions requires: - Working hands-on with Unix servers - Strong understanding of PHP 7.0, the version currently utilized on our live server - Familiarity with Apache 2.4, the version currently running on our live server - Capable of accurately inputting database credentials - Ensuring the project is fully functional on both web and mobile platforms Ideal candidate will exhibit expertise in server administration, specifically Unix. Familiarity with PHP 7.0 and Apache 2.4 is required. Knowledge of databases, particularly inputting credentials, is appreciated. Experience in ensuring cross-platform functionality on web and mobile applications is a huge plus.

I'm seeking a professional editor or proofreader for my personal non-fiction book. The primary focus of this book is IT learning for beginners. It's a word document with 6234 words on 29 pages. Key Responsibilities: - Ensure the manuscript's clarity is maintained for a layman. - Fix any grammar issues that may arise. - Ensure the consistency in the writing style. Essential Skills and Experience: - Proven experience in editing and proofreading non-fiction books. - Strong understanding of IT principles, particularly those suitable for beginners. - Excellent grammar and language skills. - A keen eye for detail and consistency. Please share a brief overview of your experience in this area when bidding.

...developer to create a logo design application for the Android platform. The ideal candidate should have significant experience in app development, especially in the realm of design tools and features. Key Features: - Template Selection: The app should offer a range of templates that users can choose from to start their logo design process. - Custom Design Tools: It should also include easy-to-use design tools that allow for the customization of chosen templates or creation of logos from scratch. - Logo Export Options: The app should have various export options so that users can easily save, download, or share their created logos. The app I have in mind should be user-friendly, intuitive, and robust enough to provide a range of design options. While I've men...

We are seeking an expert in Automate for Android from LlamaLab to streamline our app registration process. The ideal candidate will have extensive experience in automating tasks on Android devices using Automate from LlamaLab. The project involves the following steps: - Receive HTTP POST Request: Automate will receive HTTP POST requests from our website containing JSON data. - Data Preparation: The received data's strings and parameters will be prepared for further processing. - Open App and Navigate to Registration: Automate will open the designated app and navigate to its new user registration activity. - Fill Registration Form: Automate will insert the data's strings and parameters into the registration form fields. - Submit Registration: Automate will p...

I have a PDF report with mixed content that I need converted into an HTML report for displaying on a website. The final conversion needs to be optimized for desktop viewing. they are 8 pdf files need to be converted to get this done Key Requirements: - Convert a PDF report with mixed content (text, tables, graphs, and images) into HTML. - Ensure the HTML report is optimized for desktop viewing. Ideal Skills and Experience: - Proficiency in PDF to HTML conversion. - Strong understanding of HTML, CSS, and JavaScript. - Experience in converting diverse content types such as text, tables, graphs, and images. - Prior experience in optimizing HTML for desktop viewing.

I'm looking for a freelancer to assist with a data entry project. The task involves inputting text data from scanned documents into a database. Key Requirements: - Proficiency in data entry, particularly handling text data - Experience working with scanned documents is preferred - Attention to detail to ensure accurate input - Ability to efficiently and accurately create a database The primary goal of this project is to have a comprehensive database created from the scanned documents. I would greatly appreciate a freelancer who can handle this task with precision and efficiency.

Following are the requirements of task to be fulfilled. 1- Task is to visit the Clinic physically and Take 5 to 6 geotagged photos of with name board captured and from outside the building. 2- Get the verification form filled, signed and stamped by the HR of clinic, and also stamp the certificate. 3- Get the details of verifier, Name, Designation, Department and Contact. 4- In case of refusal to fill form, take the written refusal with stamp or sign as a proof. 5- If Clinic, does not found on given address than take the 7 to 8 geotagged photos of exact address with right left name boards photos and make a small few seconds video of address . Also get the details of any nearby business ( Name of person, Business name and Contact

Description: I am looking for a skilled Matlab developer with expertise in machine learning and 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 po...

*** Please Read Before Messaging *** At this...serious about this project please send me a direct message with a FULL quote. I will be making a more clear guideline to the app layout later on but for now here is the summary of what I am looking for: I want to build a completely virtual, 3D claw machine game. I will need a specific prize algorithm coded into the game so that the prizes don't spit out at random and we are able to control profit flow. The game will come with 10 free tokens for daily play, but will push sales of additional tokens to win prizes. The boxes in the claw machine will just be color coded boxes that align with the colors on the prize page. This game will need an admin panel, a user page, payment systems, an EDITABLE prize page with picture...

I need an AI expert to develop and integrate a simulator into my Shopify store, that focuses on wallpaper and fabric application. Key Features: - The simulator should use both virtual room visualization or uploaded by customer and fabric draping simulation for a realistic user experience. Ideal Skills: - Proficiency in AI algorithms and Shopify integration - Experience with fabric and wallpaper visualization or related field - Strong understanding of UI/UX design for a seamless customer journey - Proven track record with similar projects. Thanks

I need a skillful and creative freelancer to create a pitch deck primarily purposed to present our business model and ideas to stakeholders. The focus should be on the following: - Concisely and convincingly communicate our unique business model - Highlight our direction as a learning platform The ideal freelancer for this job will have proven experience in designing professional pitch decks and a deep understanding of learning platforms. Knowledgeable in communicating business models clearly and effectively is a must.