
In Bearbeitung
Veröffentlicht
Bezahlt bei Lieferung
I want to build an AI-powered search engine that handles general web queries while surfacing the best user-generated content first. The core of the project is a full search stack—crawler, indexer, ranking model, and a lean front-end—that can ingest millions of pages, classify what is user-generated, and boost it in the results without sacrificing relevance or speed. Key goals • Crawl and keep an up-to-date index of the open web. • Detect forums, Q&A threads, community blogs and similar sources so they can be weighted more heavily than corporate or news sites. • Train or fine-tune an AI ranking model that understands conversation style, sentiment, and authority signals unique to user contributions. • Expose a simple web interface plus JSON API to test queries, inspect ranking explanations, and export results. Technical freedom is yours—ElasticSearch, Solr, Meilisearch, Vespa, or a custom vector store are all fine as long as they scale horizontally and let me tweak scoring features. Python, Java, Go or Rust for the backend; React, Vue or plain HTML/CSS for the UI—use what you are fastest with. Deliverables 1. Source code and deployment scripts (Docker or Kubernetes). 2. A live demo instance seeded with at least 1 M pages. 3. Documentation explaining architecture, schema design, ranking signals, and how to extend filters or UI components. 4. A short video walkthrough of the system in action. Acceptance will be based on: • Query latency under 500 ms on the demo set. • Clear promotion of user-generated links in the top 10 results for at least 80 % of provided test queries. • Clean, repeatable deployment from repo to cloud. If you have prior work on search relevance, NLP, or large-scale crawling, please share a concise example when you respond.
Projekt-ID: 40086951
22 Vorschläge
Remote Projekt
Aktiv vor 1 Monat
Legen Sie Ihr Budget und Ihren Zeitrahmen fest
Für Ihre Arbeit bezahlt werden
Skizzieren Sie Ihren Vorschlag
Sie können sich kostenlos anmelden und auf Aufträge bieten

⭐⭐⭐⭐⭐ Hello, I am an experienced developer with a strong background in building scalable search engines, NLP, and large-scale web crawling systems. I am confident I can deliver a solution that meets your goals of surfacing user-generated content effectively while maintaining high relevance and speed. For this project, I will design a full search stack that includes a robust crawler, an efficient indexer, and a custom ranking model fine-tuned to recognize community content, forums, Q&A threads, and blogs. I will leverage scalable technologies such as Elasticsearch, Vespa, or a custom vector store, ensuring horizontal scalability and the ability to tweak scoring features as needed. Deliverables will include the source code, deployment scripts (Docker or Kubernetes), and a live demo seeded with over 1 million pages. I will provide comprehensive documentation covering architecture, schema design, ranking signals, and instructions to extend filters or UI components. I will ensure query latency stays under 500 ms, with at least 80% of test queries showing prioritized user-generated content in the top 10 results. Deployment will be clean, repeatable, and ready for cloud hosting. If you have prior work in search relevance, NLP, or large-scale crawling, I will gladly share relevant examples. I look forward to discussing your project further and helping you build a powerful, scalable AI-powered search engine. Best regards !
$20 AUD in 7 Tagen
0,0
0,0
22 Freelancer bieten im Durchschnitt $29 AUD für diesen Auftrag

Given my proven experience across multiple tech domains, I have the versatility and knowledge to deliver a stellar AI-powered search engine that prioritizes user-generated content effectively and efficiently. My skills in Java, PHP and Python are highly relevant to this project. I can confidently leverage these languages alongside the necessary frameworks like ElasticSearch and Solr to build you a scalable, high-performing solution. Throughout my extensive careerspanning150+different companies, I have consistently demonstrated my commitment to quality. Coding millions of pages and prioritizing user-generated content is not new terrain for me. I have deep familiarity with crawling, indexing, training AI models and building lean front-ends that will keep users engaged while delivering fast results—all the essential elements needed for your search engine. In addition to committing 100% of my efforts to your satisfaction, I also offer clear communications, on-time deliveries and robust post-deployment support. If you're looking for someone who can appropriately balance customizability (which is key to your criteria) with ease-of-use and efficient project execution—from Docker deployment scripts to 1 ms query latency on millions of pages—I am your freelancer of choice. Turn your web queries into 100% relevant results by leveraging the skills of a seasoned pro like me! Let's get started!
$20 AUD in 7 Tagen
6,5
6,5

Hi there, Your AI search engine project for boosting user-generated content sounds fantastic. I'm adept at building scalable search stacks, using AI/NLP for nuanced ranking and UGC detection. My approach guarantees fast, relevant results by consistently prioritizing user contributions effectively. I'll deliver the robust, scalable, high-performance solution you need. Thanks- Nitish Bhardwaj
$20 AUD in 1 Tag
6,6
6,6

Hello Dear! I write to introduce myself. I'm Engineer Toriqul Islam. I was born and grew up in Bangladesh. I speak and write in English like native people. I am a B.S.C. Engineer of Computer Science & Engineering. I completed my graduation from Rajshahi University of Engineering & Technology ( RUET). I love to work on Web Design & Development project. Web Design & development: I am a full-stack web developer with more than 10 years of experience. My design Approach is Always Modern and simple, which attracts people towards it. I have built websites for a wide variety of industries. I have worked with a lot of companies and built astonishing websites. All Clients have good reviews about me. Client Satisfaction is my first Priority. Technologies We Use: Custom Websites Development Using ======>Full Stack Development. 1. HTML5 2. CSS3 3. Bootstrap4 4. jQuery 5. JavaScript 6. Angular JS 7. React JS 8. Node JS 9. WordPress 10. PHP 11. Ruby on Rails 12. MYSQL 13. Laravel 14. .Net 15. CodeIgniter 16. React Native 17. SQL / MySQL 18. Mobile app development 19. Python 20. MongoDB What you'll get? • Fully Responsive Website on All Devices • Reusable Components • Quick response • Clean, tested and documented code • Completely met deadlines and requirements • Clear communication You are cordially welcome to discuss your project. Thank You! Best Regards, Toriqul Islam
$20 AUD in 1 Tag
5,7
5,7

Good Day George ✌️ I have thoroughly reviewed your project requirement for the development of an AI User-Content Search Engine. I am confident in my ability to deliver on the key goals outlined, including crawling and indexing the open web, detecting user-generated content sources, training an AI ranking model, and providing a user-friendly web interface with a JSON API. Why Choose me? - Unlimited Revisions: Ensuring your satisfaction. - Unique Creations: Tailored to meet your specific needs. - Money-Back Guarantee: Your trust and satisfaction are paramount. - 24/7 Communication: Available to address any queries promptly. - Timely Delivery: Meeting project milestones efficiently. Browse my portfolio for quality work samples: https://www.freelancer.com/u/leenadvnani6 Let's discuss your project further in the chat. Best regards, Leena Kumari :)
$30 AUD in 1 Tag
5,4
5,4

Hi there! I’ve reviewed your project and specialize in developing AI-powered search engines. I can create a full search stack with a crawler, indexer, and a ranking model designed to prioritize user-generated content while ensuring speed and relevance. Let’s set up a quick meeting to discuss your vision further! Best Regards, Amjad Iqbal
$30 AUD in 1 Tag
4,8
4,8

Hey, there! Can I have your attention? I read your project description carefully and I clearly understand what you need. I’m Amir N., a professional Python Developer, Web Scraping Specialist, SEO & Web Developer with 4.8★ rating and 44+ reviews on Freelancer. I’ve successfully completed similar tasks such as data extraction, web automation, WordPress sites, Python scripts, and lead generation systems. Freelancer Here’s how I can help you: ✔ I will follow your project requirements step by step. ✔ I use clean and efficient code that works reliably. ✔ I test everything before delivery to make sure it works perfectly. My approach: 1️⃣ I will first confirm your exact needs and timeline. 2️⃣ I will create a clear plan and start work immediately. 3️⃣ I will deliver a working result and maintain communication throughout. I also have experience with [mention specific software / tool from the job description (e.g., Shopify / Excel / Python / SQL / WordPress / Data Entry / API integration) if required]. I’m ready to start right now, and I’ll keep you updated at every step. Let’s discuss the project in more detail — I’m confident I can deliver excellent results. Thank you!
$20 AUD in 1 Tag
4,4
4,4

Hello there, I understand that you are looking to develop an AI-powered search engine that prioritizes user-generated content over other sources, with a focus on relevance and speed. My proposed solution involves building a comprehensive search stack including a crawler, indexer, ranking model, and user-friendly front-end interface to achieve the desired outcomes. I aim to leverage advanced technologies such as ElasticSearch, Python for backend development, and React for UI design to ensure scalability and efficiency. Key Deliverables: 1. Source code and deployment scripts 2. Live demo instance with a minimum of 1 million pages indexed 3. Detailed documentation on architecture, schema design, ranking signals, and extensibility 4. Video walkthrough showcasing the system's functionality I bring expertise in search relevance, NLP, and large-scale crawling to deliver a high-quality solution tailored to your requirements. I look forward to discussing this project further to provide more insights into my capabilities. Best regards, Bilal
$20 AUD in 7 Tagen
4,1
4,1

⭐ Hello there, My availability is immediate. I read your project post on Python Developer for AI User-Content Search Engine. I am an experienced full-stack Python developers with skill sets in - Python, Django, Flask, FastAPI, Jupyter Notebook, Selenium, Data Visualization, ETL - React, JavaScript, jQuery, TypeScript, NextJS, React Native - NodeJS, ExpressJS - Web App Development, Data Science, Web/API Scrapping - API Development, Authentication, Authorization - SQLAlchemy, PostegresDB, MySQL, SQLite, SQLServer, Datasets - Web hosting, Docker, Azure, AWS, GPC, Digital Ocean, GoDaddy, Web Hosting - Python Libraries: NumPy, pandas, scikit-learn, tensorflow, etc. Please send a message So we can quickly discuss your project and proceed further. I am looking forward to hearing from you. Thanks
$89 AUD in 1 Tag
4,3
4,3

Hi, I am AI engineer with very wide and strong experience in ML building and fintuning including time series, computer vision, NLP in addition to my experience in backend using python and .Net for generative AI , web scraping and AI integration, I implemented many projects in this feild I also can share some demos with you inbox, what made me sure I can do your task and I am looking forward to working with you
$30 AUD in 1 Tag
3,8
3,8

As an experienced Full-Stack Developer specializing in Python and PHP, I offer a unique blend of skills encompassing all the aspects you need for this project. Over 12 years, I've garnered expertise in web scraping, NLP, ElasticSearch, and the technologies you mentioned for both front-end and back-end development. From crafting powerful backend systems to architecting AI solutions, my vast experience will be directly applicable to building your AI-powered search engine. One standout project in my career includes recently developing a user-centric site similar to what we're targeting here. For that project, I implemented a crawler and indexer that effectively detected user-generated content on forums and blogs while scoring them higher for optimal results. I also have experience in training and fine-tuning AI ranking models using different scoring features tailored towards surfacing the most valuable content from user contributions.
$15 AUD in 5 Tagen
2,0
2,0

Hi, I can help with this task. Ready to start immediately.
$16 AUD in 1 Tag
2,4
2,4

Hi, I just applied after read your job posting carefully and I believe that I am good fit to your project. I have thoroughly reviewed your requirements and I am confident in my ability to deliver excellent results. I'm a serious bidder. I will satisfy you with my high skills! I am an expert which have 8+ years of experience on PHP, Java, Python, Amazon Web Services I am looking forward to meet you to discuss the further detail about this project. Looking forward to hearing from you. Thank You
$25 AUD in 7 Tagen
1,6
1,6

Hi, I’m Mst Habiba Hasan, I am a Senior Full-Stack Developer with more than 10 years of experience. I can help you with: — Website development — Mobile app development — Web app development — Backend development — AI and Machine Learning development — Maintenance of existing projects — UX/UI design — Browser extensions — DevOps — Solution Architecture — Consulting — MVP development Technologies I've worked with include but are not limited to: * Python/ Django * ReactJS / React Native (including React Native Web) / Expo / Express / Redux / NextJS * Javascript / Typescript / Flow types * NodeJS / Angular / Vue.js * MongoDB / SQL (MySQL / MariaDB / PostgreSQL) / Redis * OAuth2 / Keycloak / Auth0 / Cognito * Kubernetes / Helm / Docker / Ansible / Terraform / Amplify / Firebase * AWS / Azure / GCP / on premises * RESTful / GraphQL / OpenTracing / AMQP (RabbitMQ) Contact me today to get started! I’m excited to collaborate and bring your vision to life. Best regards, Mst Habiba Hasan
$20 AUD in 2 Tagen
3,3
3,3

Hi George, I'm thrilled to submit my proposal for your AI User-Content Search Engine project. Just finished a similar project building a scalable search platform that prioritized user-generated content, and I'm confident that my team and I can deliver a cutting-edge solution that meets your needs. With extensive experience in search relevance, NLP, and large-scale crawling, I'm well-equipped to tackle this project. My skills in Python, Java, and Go, combined with expertise in Elasticsearch, Solr, and Meilisearch, make me a strong fit for your project. I've also successfully delivered projects with similar technical requirements, such as crawling and indexing millions of pages, detecting user-generated content, and training AI ranking models. With multiple 5-star reviews on similar projects, I assure you of a smooth, professional, and stress-free experience. I understand the importance of scalability, relevance, and speed in your project, and I'm committed to delivering a solution that meets your goals. I'm particularly drawn to your project because of the emphasis on promoting user-generated content and the flexibility to use a range of technologies. I've reviewed your requirements and am excited about the opportunity to discuss how my expertise can benefit your project. The worst that can happen is you walk away with a free consultation, where we can discuss your project in more detail and determine if we're a good fit. I'm confident that we can deliver a solution that exceeds your expectations and meets your technical freedom. If you're interested in
$30 AUD in 14 Tagen
1,8
1,8

Hi there! I am ready here for you and can start right now. I’m Andri, an experienced developer with expertise in search engine development, NLP, and web crawling. I can build an AI-powered search engine that prioritizes user-generated content while maintaining speed and relevance. Here’s my approach: First, I’ll set up a scalable crawling system to index the open web, prioritizing forums, Q&A threads, and community blogs. Next, I’ll train an AI ranking model that understands conversation style, sentiment, and authority signals for user content. I’ll use ElasticSearch or Solr for horizontal scalability and React or Vue for the frontend, ensuring a responsive and simple UI. I’ll expose a JSON API and web interface to test queries and export results. Deliverables include: Source code and deployment scripts (Docker/Kubernetes). Live demo with 1M pages. Documentation on architecture, ranking signals, and extensions. A short video walkthrough. Acceptance criteria: Query latency under 500 ms. User-generated content ranks in the top 10 for 80% of test queries. I have experience with search relevance and large-scale crawlers, and I’m excited to bring this project to life. Let’s chat and get started!
$20 AUD in 3 Tagen
0,0
0,0

Building a search stack that prioritizes user-generated content while maintaining low query latency and scalable crawling presents a rewarding challenge. The project would be structured into phases: scalable crawling and indexing, classification and weighting of content types, AI-driven ranking model development, and a straightforward front-end plus API. Each phase would have defined milestones with regular demonstrations. Delivery timelines would be refined after clarifying edge cases like content classification thresholds and preferred tech choices. Predictable iteration cycles ensure steady progress and adaptability. Though new to Freelancer, I’ve successfully delivered comparable search and ranking systems for clients on other platforms, emphasizing clean deployability and performance. What criteria would you use to distinguish user-generated content from professionally authored pages in ambiguous cases? Cheers, Ryan
$19,99 AUD in 4 Tagen
0,0
0,0

Hi there, With extensive experience in building scalable search engines, I am confident in delivering a system that excels at surfacing high-quality user-generated content efficiently. I specialize in designing full search stacks utilizing Elasticsearch and Vespa for horizontal scalability, ensuring rapid query response times well below 500 ms. My expertise includes developing crawlers capable of maintaining an up-to-date index of the open web, with custom classification logic to identify forums, Q&A threads, and community blogs. I’ve successfully trained AI ranking models that interpret conversation style, sentiment, and authority signals to prioritize user contributions, aligning directly with your core goals. I will implement a backend in Python for seamless integration with Elasticsearch, complemented by a React front-end for intuitive querying and insights. Deployment will be managed with Docker, facilitating easy replication and scaling in the cloud. The delivered code will include comprehensive documentation covering architecture, schema, ranking strategies, and extension points, along with a video walkthrough demonstrating the system in action with your specified criteria. My prior work includes creating a content relevance engine for large-scale review platforms, achieving high precision in surfacing authentic user feedback while maintaining low latency and scalability. I am prepared to demonstrate similar success and adapt to your specific needs. Best Regards Anish Thakker Raagz IT Solution LLP
$101,92 AUD in 3 Tagen
0,0
0,0

Hi, We went through your project description and it seems like our team is a great fit for this job. We are an expert team which have many years of experience on PHP, Java, Python, Amazon Web Services Lets connect in chat so that We discuss further. Regards
$23 AUD in 7 Tagen
0,0
0,0

Hello George S., We would like to grab this opportunity and will work till you get 100% satisfied with our work. We are an expert team which have many years of experience on PHP, Java, Python, Amazon Web Services Please come over chat and discuss your requirement in a detailed way. Regards
$20 AUD in 7 Tagen
0,0
0,0

Don't overlook it just because there aren't any reviews or stars yet - the real value is in the work ahead. I have carefully checked your requirements and really interested in this job. This project is best matched for me. Nobody will build more perfect as me. ꧁ღ⊱ My working style ⊱ღ꧂ ● Full-time developer (40+ hours per week) ● Working in your time zone & Good communication. ● Update the result daily, every week ● Keep on-Time, on-Budget ● 100% ongoing satisfaction with your project. ● Provide the result with high quality ● Lifetime Free Bug-Fix support after completion ● Agile Scrum workflow I can do your project sucessfully on lowest budget and your time. I'm NOT discouraged even if my proposal ends up last. I trust my skills more than any automated bidding system and I'm confident the client will recognize my sincerity. --- EVEN IF --- this bid doesn't succeed, I'll keep submitting proposals until I land the contract.
$30 AUD in 7 Tagen
0,0
0,0

Sydney, Australia
Zahlungsmethode verifiziert
Mitglied seit Nov. 18, 2013
$10-30 AUD
$10 AUD
$10 AUD
$10 AUD
$10-30 AUD
€18-36 EUR / Stunde
$30-250 USD
₹12500-37500 INR
$2-8 USD / Stunde
₹600-3000 INR
₹400-750 INR / Stunde
₹1250-2500 INR / Stunde
$100-400 USD
₹750-1250 INR / Stunde
$15-25 USD / Stunde
€12-18 EUR / Stunde
$30-250 USD
₹1500-12500 INR
$2-8 USD / Stunde
$10-50 USD
$15-25 USD / Stunde
$250-750 USD
$30-250 USD
$30-250 USD
$30-250 USD