Data Analysis Turkey Projects
Looking for freelance Data Analysis Turkey jobs and project work? PeoplePerHour has you covered.
opportunity
Expert Data Scientist in Unsupervised Fraud/Outlier Detection
Position: Expert Data Scientist Specialization: Unsupervised Fraud Detection/Outlier Detection Type: Part-time that may become full-time(minimum 20 hours/week) Please find here a blog that is an introductory to the challenge that we're handling with: https://medium.com/dataman-in-ai/2-features-for-healthcare-fraud-waste-and-abuse-7c262ac59859 ** The project has already commenced. The data scientist must be prepared to join our team and possess skills in rapid learning, agility, and experience. Company Overview: Our company is a cutting-edge insurtech-healthtech company that is revolutionizing the way of finding frauds and diagnosis. We are dedicated to leveraging advanced machine learning, deep learning, and artificial intelligence techniques to solve complex problems in insurtech-healthtech. As we continue to grow, we are seeking a talented and experienced ML/DL/AI Expert Data Scientist to join our team and play a pivotal role in enhancing our fraud detection and outlier detection capabilities. An example of this project can be - If we have 3 cases where Chest X-RAY (medical test) was ordered - in the first, patient has infection and fever and Chest X-RAY was ordered. In the second case, a procedure was scheduled to a patient and Chest X-RAY was ordered. In the third case, a patient came to the hospital with a broken leg, and Chest X-RAY was ordered. The third case is an outlier, because a broken leg and Chest X-RAY are not related. We need to flag on the third case, and specifically on the Chest X-RAY. About the data - structured dataset consists majorly Boolean features of medical conditions, medical history, medical test, demographics, financial. Role and Responsibilities: As an ML/DL/AI Expert Data Scientist specializing in Fraud Detection/Outlier Detection, you will be responsible for: Model Development: Design, develop, and implement models, etc. for fraud detection and outlier detection. Feature Engineering: Wise Feature Engineering to add to our working pipeline, we would like to add a couple of additional features, add additional model that will cover some other angels, for example, similarity model (Spectral/Contextual Clustering), and time series analysis model, and plug them into our current processes. Learning Event Sequences: Utilize your expertise in handling learning event sequences and similarities to build models that can effectively capture and analyze sequential data patterns for fraud detection. Collaboration: Collaborate with cross-functional teams including data engineers, domain experts, and software developers to integrate the developed models into our existing systems and applications. Contribute to a cohesive team environment that fosters knowledge sharing and innovation. ** It is not anomaly detection, it is fraud detection. Qualifications: - Proven experience (at least 3 years) working on fraud detection and/or outlier detection projects, Python and Data Science. - Strong background in Feature Engineering, handling imbalanced datasets and designing solutions to address data class imbalance. - Proficiency in programming languages such as Python, ML - Experience in analyzing and interpreting complex learning event sequences for fraud detection purposes. - Exceptional ability to communicate complex technical concepts to both technical and non-technical stakeholders. - Prior experience with insurance and/or healthcare data is a significant advantage. - Strong problem-solving skills and the ability to work independently in a dynamic environment. Benefits: Opportunity to work on cutting-edge projects that have a meaningful impact on healthcare. Collaborative and innovative work culture that values learning and growth. Access to the latest tools, resources, and research in the field of ML/DL/AI. If you're a passionate and experienced ML/DL/AI Expert with a focus and experience with Fraud Detection/Outlier Detection and are excited about contributing to the growth and success of our Company, we encourage you to apply. Join us in our mission to revolutionize healthcare through advanced data science and AI techniques.
a month ago25 proposalsRemoteopportunity
Multilingual IVR SMS AI Support Bot
Hi! we need AI-based IVR and SMS Chat bot to answer to calls and SMS while calling a number like 333 or sending SMS to SC like 333 with questions. We are receiving a call traffic landing in the customer care department (around 110K calls daily). As per the call traffic analysis, the majority of customers are seeking Information or requesting activation and deactivation of products. To reduce this traffic we are going to implement an AI solution that could efficiently interact with customers over the texts and voices (something like virtual agents) to deflect a remarkable portion of calls from live agents. Thus, we look forward to receiving a proposal along with the PPT in this regard if you are interested and have the solution available. The AI should understand the IVR/SMS, process and reply customers in regards to available offers, activating/deactivating data bundles, packages, changing SIM tariff plans and etc. The platform should convert Speech to text and vice versa. Log the call details in Database/logs and be able to integrate with different platforms for targeting and service provision. Pls analyze above information and let me know if you can propose a working solution. Also let us know which soft/cloud/AI technologies will you use for this solution so that we understand the feasibility of your proposal. Besides of product and tech design description please let us know the price for the proposal. P.s the solution should be hosted on our servers and we should be able to manage/configure new services activation/deactivation and have detailed reports. Awaiting to hear from you soon. Best regards
23 days ago17 proposalsRemoteConstruction companies focus on food production across Uk
Hi Am looking for data base on Construction companies who focus on food production in the UK (https://www.willettprojects.co.uk, https://oakleyfoodprojects.com/about/ See example . I need company name , address , website , companies email , Key contact name , Key contact email ( not info @) key contact job title , key contact Phone number . I need around 150-200 leads please only applied if you can provide the requested information .
9 days ago40 proposalsRemoteI Need Admin Dashboard Designer
We're seeking a talented Figma designer to create an intuitive and visually appealing user interface (UI) and user experience (UX) design for our admin dashboard. Key Requirements: UI/UX Expertise: Craft a clean, intuitive, and user-friendly dashboard design in Figma. Visual Design: Create engaging visuals and layouts for data representation and analytics. Responsive Design: Ensure compatibility across various devices and screen sizes. Collaborative Approach: Work closely with our team to understand requirements and iterate on designs. Skills Required: Proficiency in Figma and UI/UX design principles. Experience in dashboard design or data visualization is a plus. Strong portfolio showcasing previous Figma design work or relevant UI/UX projects. Additional Information: Please include examples of your Figma designs or relevant UI/UX projects in your proposal. We're eager to collaborate with a skilled designer to bring our admin dashboard.
8 days ago16 proposalsRemoteMagento 2 Google Analytics fix & setup
Budget is a placeholder We are looking for someone to help fix our Google Analytics tracking on Magento, as at present it is showing inaccurate figures (inflated) and is not tracking data properly leading to a dip in sales Part of this task, importantly, will be to differentiate between a completed purchase, and a failed finance application. A failed finance application will time out after 30 minutes and will be marked as cancelled on magento automatically. This would be an optional step but can be quite important for our data
24 days ago32 proposalsRemoteFacebook-PDF Content Comparison and Validation
I need an expert to carry out some vital comparison tasks. The job entails verifying the consistency of a Facebook profile by comparing it to a relevant PDF file. Here's what you'll do: - Identify all missing posts - Validate the accuracy of content in the PDF To successfully do this, you'll need to review a fairly large dataset; specifically, you'll be comparing over 100 posts from the Facebook profile with the PDF. In terms of accessing the resources, rest assured, I will upload the Facebook Profile and PDF files on a secure platform of your suggestion. Skills and experience ideal for this job include: - Attention to detail - Experience with data comparison tasks - Proficiency in English to ensure accurate comprehension and comparison - Familiarity with Facebook's interface and features This task requires a meticulous person, capable of handling large amounts of data without missing any vital details. Looking forward to working with you on this task.
12 days ago21 proposalsRemoteopportunity
Equity Release Comparison Platform
A price comparison aggregation service for the UK equity release mortgage market is to be developed. The service will take live data from a spreadsheet in Google Sheets and filter it based on three questions: the age of the borrower, the property value, and the postcode. The results will be displayed dynamically on a web app, acting as a search function for hidden variable data in the spreadsheet. The app will allow users to choose the options they want, and the results will be filtered accordingly. The methodologies and technologies to be used can be suggested, but the freelancer is responsible for implementing the solution.
21 days ago17 proposalsRemoteSEO Campaign required
A comprehensive SEO campaign is required to enhance the online presence of our website. The campaign should encompass a thorough business and technical overview to understand our goals and the technical aspects of our website. A competitive analysis report will be conducted to gain insights into our competitors' SEO strategies, enabling us to develop a competitive advantage. Keyword research and analysis will identify relevant keywords to target and drive organic traffic to our website. An initial rank report will provide a baseline measurement of our website's engine rankings. XML sitemaps will be created and submitted to improve search engine crawling and indexing. Robot.txt optimization will ensure proper control and guidance for search engine bots. Website load time will be checked and optimized to enhance user experience. Page size will be reviewed and optimized to boost site performance. Google Analytics will be implemented and reviewed for accurate performance tracking. Meta tags on targeted pages will be optimized to boost click-through rates. Duplicate content issues will be identified and resolved. Existing web content will be reviewed and optimized for maximum impact. Cross-browser compatibility will be ensured to ensure our website looks and functions flawlessly across different browsers. URL mapping will be created to improve site architecture and user experience. The content on our homepage will be enhanced for increased visibility. The site directory structure and navigation will be streamlined for easy user flow. Broken links will be identified and fixed to provide a smooth user experience. Internal linking optimization will be implemented to improve site architecture and SEO benefits. Meta tags on internal pages will be optimized to improve their visibility. Anchor tag optimization will be enhanced to improve website performance. "No-Follow" links will be properly utilized to maintain SEO integrity. Inquiry pages will be reviewed and suggestions made to maximize conversion opportunities. Root pages' meta tags will be revised for better search visibility. Off-page SEO activities will be undertaken to increase our website's visibility. High PR directory submissions will be made to list our website on reputable directories. Social bookmarking submissions (SBM) will be conducted to share and promote our content on popular social bookmarking platforms. Engaging and SEO-friendly blog posts will be created and shared on our blog to attract our target audience. Blog posts will be submitted for wider exposure through social bookmarking. Optimized images will be submitted to relevant platforms for enhanced visibility. Classified submissions will be made to post content on targeted classified sites for targeted traffic. Videos will be shared on popular video platforms to engage our audience. Profiles will be created and optimized on various platforms to boost brand credibility. Search engine submissions will ensure our website is indexed on major search engines for better visibility. The campaign will be executed by a skilled SEO professional who will analyze our website's current SEO status, identify areas for improvement, and implement effective strategies to achieve our desired results. Regular progress reports and updates will be provided to ensure transparency and accountability throughout the campaign. The freelancer should have a proven track record of successful SEO campaigns and a deep understanding of the latest SEO techniques and algorithms. They should be able to provide clear and concise recommendations and deliver measurable results within a reasonable timeframe. In conclusion, our SEO campaign aims to improve our website's organic traffic,rankings, and overall online presence. By conducting a thorough business and technical overview, conducting a competitive analysis, implementing effective keyword research and optimization, optimizing XML sitemaps, robot.txt optimization, website load time, page size, and Google Analytics, and optimizing meta tags and internal links, we can achieve our goals and establish our website as a leading authority in our industry. The off-page SEO activities will further enhance our website's visibility and reach, allowing us to attract more targeted traffic and increase our conversion rates. We are confident that with the expertise and dedication of the selected freelancer, we can achieve significant improvements in our SEO performance and achieve long-term success in the online marketplace.
2 days ago46 proposalsRemoteopportunity
C++ .NET based Stand Alone Platform that connects to Trading API
Description Experience Level: Expert Experience Level: Expert Exclusive Opportunity for Elite Programmers: Cutting-Edge Standalone Linebreak Charting Software Fixed Price!!! We are seeking top-tier programmers to develop a sophisticated charting window equipped with comprehensive charting tools tailored for trading purposes. The charting window will seamlessly integrate tick data from our Mexc API and generate its own aggregated tick data to support the creation of linebreaks at intervals less than 1. It's imperative to emphasize that any attempts to utilize pre-existing templates or repositories, such as those found on GitHub, or relying on automated platforms like ChatGbt to write code, will result in immediate termination. We are committed to collaborating with dedicated programmers who can deliver a bespoke solution characterized by precision and seamless functionality. The line break charting window will necessitate the aggregation of custom data, potentially involving the use of spreadsheets for calculating aggregated tick data. Furthermore, the software should offer the flexibility to define custom time intervals. For instance, users should have the capability to generate historical data for various intervals (e.g., 713 minutes, seconds, hours, days, months) with a customizable (EXAMPLE: 1 tick OHLC data with 713 MINUTE CUSTOM INTERVAL) to populate the linebreak chart Just like Trading View does. Accept you will need to created your own OHLC custom data probably. I am only assuming. Since special functions will need to be Created to populate Linebreaks at less than 1 Linebreak. It's essential to address common misconceptions among programmers. The default setting on all platforms is limited to 1 linebreak, making it impossible to achieve linebreaks below this threshold. Therefore, traditional methods such as splitting 1-minute candlestick charts into segments and recreating linebreak charts are invalid and must not be pursued. In addition to the fundamental functionality, the software should include a diverse range of charting tools, indicators, including but not limited to Fibonacci tools, to cater to advanced trading strategies. Moreover, we require a feature that allows users to effortlessly insert horizontal lines positioned 10% above and below the range of each bar. These lines should be applied to every bar, resulting in four horizontal lines per bar, with overlapping lines accepted. For clarity, line 1 will be positioned at -10%, line 2 at 10%, line 3 at 90%, and line 4 at 110% relative to the range of each bar. I want to be able to populate many different windows running different assets as I’d like simultaneously. I will eventually want to create a program that can execute trade orders automatically from this platform. Just not at this time. This project offers a unique opportunity to contribute to the development of innovative charting software that meets the demands of the modern trading landscape. We are seeking dedicated programmers who can rise to the challenge and deliver a groundbreaking solution that exceeds industry standards. It must have Back-testing and easy Ai improvement support for the program. Meaning: A communication panel in the program that allows me to communicate with ChatGPT 4 API, And this connection needs to allow ChatGPT to analyze the chart data and created the best possible trading bot that it can utilizing the Technical information on the chart, and the indicators to create the best possible program strategy to buy and sell on all of my open chart windows simultaneously. Please allow Ai to calculate, and directly make changes to my charts when needed for its Bot creations. Fix Price for a COMPLETED PROJECT!!!!!!
16 days ago20 proposalsRemoteopportunity
Development of React PWA
We need someone to help with developing features in our React PWA. You must have experience in developing professional, production-grade React apps. Stack: - React - Redux toolkit or Recoil - Chakra or similar - React Data Grid - Chart.js The architecture and foundation are already in place, we need help with individual screens. Note: We are not interested in working with teams or agencies on this occasion, only individual contributors.
12 days ago32 proposalsRemoteMicro Accounts submission
I require assistance in preparing the end-of-year financial submissions for my small business, which qualifies as a micro entity under relevant accounting standards (turnover of £4,000 per year). I have obtained the requisite bank statements for the fiscal year and CSV export of the data that I have converted to excel need a skilled accountant to compile the necessary returns and filings. In addition, as the sole proprietor receiving payments from the company, a self-assessment of personal income tax liability will be needed. The selected candidate should possess working knowledge of relevant taxation guidelines as pertains to an individual deriving income from a micro business.
a day ago21 proposalsRemoteComprehensive PHP Furniture Listing Website
I am looking for a seasoned web developer to create a comprehensively managed furniture listing website. The website needs to showcase various types of furniture dynamically. REQUIREMENTS: * User registration and login * Advanced search features - Users can list their furniture on the website, select the type of furniture from a provided list, enter location and/or post code - Users can search for furniture based on location and postcode - Users can filter by price - add a chat funtionality example sites; [login to view URL] [login to view URL] WHAT'S EXPECTED FROM YOU: * Show me your past work, especially those related to e-commerce or listing websites. This will equip me to gauge your understanding and proficiency, ultimately helping us to streamline the process. Ideal candidates will have a solid background in web development, particularly platforms focusing on user interaction and data management. Exceptional skills in coding, UX/UI design, and data analytics are much appreciated. Plus, knowledge of trending SEO practices will add significant merit to your application. Let's build an engaging and user-friendly furniture platform! Apply Now.
8 days ago24 proposalsRemoteopportunity
AI ChatGPT Trading Bot
I am looking for a skilled coder to build an algorithmic trading bot using historical data ideally for stocks, indices and shares (not Crypto as I feel it is too unpredictable). It looks like Interactive Brokers has the best platform: https://www.interactivebrokers.co.uk/ They have quite a lot of details on their API here: https://ibkrcampus.com/ibkr-api-page/trader-workstation-api/ I also found this guide: https://algotrading101.com/learn/interactive-brokers-python-api-native-guide/ In terms of historical data I’ve seen others use either IEX or Yahoo: IEX - https://iexcloud.io/docs/api/ Yahoo - https://algotrading101.com/learn/yahoo-finance-api-guide/ I also found these Reddit pages that might be worth reading through where others are doing the same thing: https://www.reddit.com/r/algotrading/comments/zgxd89/question_on_broker_trading_api_and_market_data/ https://www.reddit.com/r/algotrading/comments/sq6ev2/what_are_my_best_options_to_program_an_algo_i_can/ https://www.reddit.com/r/algotrading/comments/g611ru/what_is_the_best_free_stock_trading_api_for_uk/ https://www.reddit.com/r/algotrading/comments/kkjnp8/python_for_algorithmic_trading_by_hilpisch/ https://www.reddit.com/r/Python/comments/ld81ic/i_created_a_series_in_python_that_takes_you/ (This one seems a good guide too)
10 days ago11 proposalsRemoteopportunity
Simple (but great!) e-commerce website required
Fundamentally, we require one simple, but exceptionally great, website to be built. - E-commerce website - Shopify back end - We will be led by you on themes but it needs to be dynamic enough to last! - < 20 products - Other standard pages required i.e. About Us, Contact Us etc. - Integration with Social Media – Facebook, Twitter etc. - E-commerce set-up - Images and all text will be provided - Data protection compliant - Trade extension i.e. trade login/pricing/ordering - Ensure it is all up and running (we will host) - Ongoing SEO arrangement – please quote separately (if available) We are not an expert in website briefs! Please do not assume and ask any questions, however small. Suggestions on any aspect of the above would be very welcome! For the B2B element, we have opted for https://demo.sparklayer.io/ but are open to alternatives that have strong functionality.
19 hours ago57 proposalsRemoteopportunity
PDF Automation
I need handwritten / text written PDF OCR reading software to read PDF's that come in via email and automate via zapier into excel or google sheets & dropbox. We have application forms submitted to us by email, some of them are filled out by hand (handwritten) and some of them are filled in on a computer, I would like the data extracted and put into a spreadsheet. Is this possible? Thanks Will
17 days ago25 proposalsRemoteMigrate website to Wordpress
I need a web expert who can help migrate a website running on Cpanel to be hosted on Wordpress, we want all the pages/data and design to be exact as it is on Wordpress.. also if the domain name as it is “www.oneistv.com” can be maintained even after migration.
25 days ago43 proposalsRemoteopportunity
Part-time front-end dev with exp in BTC inscriptions.
We aim to develop an easy app consisting of a front page with 2-3 custom fields, wallet connectivity, and a database. Users should be able to input information into these fields, create an inscription based on this, and have the data saved in the database (along with some additional flags). What we're looking for: Experience with BTC inscriptions or a strong background in the BTC front-end stack. Please provide examples of your previously developed applications with an offer.
14 days ago13 proposalsRemoteReal Estate firm - using Microsoft Lists
We are a real estate company currently targeting acquisitions on behalf of a company. We receive a lot of marketing brochures, emails and websites which we need to put in to a readable format - we have decided on Microsoft Lists. We are currently exploring using parseur.com to extract the information from the brochures, though we are having trouble extracting. The job involves: - Using Microsoft Power Automate to extract the data from parseur.com / potential other AI pdf reader tool - Creating a map that is connected to Microsoft Lists to view the asset locations
9 days ago18 proposalsRemoteExperienced Media Buyer Specializing in YouTube Advertising
Hi my name is Ayub Yusuf and I am the founder of Lynxads.ai a digital marketing agency that helps non-profits achieve compounding growth through data driven YouTube advertising. We are seeking an experienced media buyer who specializes in YouTube advertising to join our team. As a media buyer, you will be responsible for planning, executing, and optimizing advertising campaigns on YouTube for our clients. The ideal candidate will have a proven track record of successful campaigns and can provide testimonials from previous clients.I'm looking for someone who can speak native or professional English proficiency, finish work quickly and efficiently after onboarding new clients and also provide amazing results. Responsibilities: - Develop and implement effective YouTube advertising strategies - Conduct market research and competitor analysis - Create compelling ad copy and visual content - Manage budgets and optimize campaign performance - Track and analyze campaign metrics to make data-driven decisions Skills: - Proven experience in media buying, specifically with YouTube advertising - Strong knowledge of YouTube ad formats, targeting options, and best practices - Proficient in using analytics tools to measure campaign performance - Excellent communication and negotiation skills - Ability to work independently and meet tight deadlines Most importantly I am looking for someone who will communicate with me throughout a campaign and be 100% truthful and transparent regardless of circumstances.If you are a media buyer with a passion for YouTube advertising and a track record of driving results, we would love to hear from you. Our pricing is based on a per-client model and is negotiable depending on what we feel you can bring to the table.If we work well together down the road I would be interested on bringing you on full-time.I look forward to meeting with you and seeing your skills!
a month ago12 proposalsRemoteopportunity
Local Council Chatbot utilising Llama2 and dataset of PDF docs.
Full stack developer with relevant experience in AWS services and LLM deployment. Description Develop an MVP that provides a chat interface allowing users to query a dataset of local council documents, which will variously include minutes and policy documents. A dataset that contains all information relating to the purpose, policies, news, information, and decision making by that council. The dataset would contain approximately 100 PDF documents, and the chatbot would return meaningful and coherent answers to user prompts, while providing reference links to documents that information in the response is taken from. The client acknowledges the current limitations of LLMs in returning responses from queries across multiple documents, especially given current token limits and processing cost restrictions. A developer is sought that can leverage techniques to embed metadata in the text, allowing techniques such as RAG to extract snippets of data from multiple documents relating to the query and collate them into a response to the user, while adhering to token limits. Objective Develop an automated semantic text analysis pipeline that processes and analyses textual data extracted from documents using Llama2. This pipeline enriches text with metadata for deeper insights and enables semantic search capabilities through a user-friendly interface. This stage of the project is for a MVP system, leveraging AWS services such as Textract for text extraction, a text categorising stage with a simple to use GUI, all-mpnet-base-v2 for embedding, and Postgres with a vector extension. This job posting is for the MPV stage only, but we must be mindful of the stage two development and facilitate rapid and straightforward scalability in any stage one MPV processes. System Overview The solution encompasses AWS services for storage and processing, a custom interface for metadata enrichment, all-mpnet-base-v2 for generating text embeddings, Postgres and a vector extension for efficient storage and retrieval of vectors, and a custom-built web interface for user interaction. RAG will be implemented with a broad a context as possible to the model across a large document set. Phase 1: MVP Stage 1. Document Storage and Processing Trigger Tool: Amazon S3. Process: Upload documents (PDFs initially) to designated S3 buckets, documents will be renamed in accordance with a set naming convention and details of the document entered into the database. This triggers the subsequent text extraction process. For test purposes the uploads will be made manually, and at later stages a web scraper will be added that automatically places PDF documents into relevant S3 buckets. 2. Text Extraction - Tool: AWS Textract. - Process: Text is extracted from uploaded PDF documents and temporarily stored in A3 buckets to facilitate further processing. 3. Text Enrichment Developer to advise on best method of adding labels / categories to the text, via an easy to use interface. Labels to be added at a granular level to allow the return of text snippets from within the chunks of data, but with relevant metadata. The purpose of this is to provide context to the LLM in formulating responses from a broad range of documents without exceeding the token limit. 4. Text Vectorization • Embedding tool: all-mpnet-base-v2 • LLM: Amazon SageMaker (using LLaMA 2). Process: The text is processed with LLaMA 2 to generate vector embeddings, capturing semantic information for advanced analysis and search functionalities. 5. Vector Storage Tool: Postgres with a vector extension Process: Text vectors are stored in the database, allowing for efficient management and retrieval of vectorized data for semantic searches. 6. Front-end Web Application and Search Functionality Front-end Technology: • React.js. Key Features: • Semantic search input and results display. • email input field for collecting contact information for marketing purposes, forwarding to the client's email address. • Homepage containing descriptive marketing text. 3 pages total: home page, interaction page, contact page, plus a pop up with GDPR info. Graphics provided as template guidance. Back-end Technology: • Python with FastAPI. 7. Fine Tuning Allow for fine tuning based on a series of questions and responses to be provided by the client, until such point that coherent responses to queries are achieved. Phase 2: Full Automation and Scaling Beyond the scope of this job. Notes: The developer is to provide guidance and feedback on the capabilities of the technologies and is free to provide their own guidance and suggestions. However, the functionality of the system in providing coherent responses based on text snippets drawn from a large dataset is both the challenge and the absolute requirement. Please only bid with your full and final price. Placeholders will not be accepted. Completion with approximately two weeks. Please respond by explaining how you would handle the text enrichment?
22 days ago17 proposalsRemote