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1. AI / ML Engineer (MOST IMPORTANT) Role: Work with LLMs (APIs or open-source) Build your “learning” layer (even if simulated) Handle ranking, embeddings, similarity, etc. Skills: Python PyTorch / TensorFlow NLP basics LLM frameworks (LangChain, etc.) This person turns your idea into “actual intelligence” 2. Backend Developer Role: Build system logic Handle APIs, database, user requests Manage scaling and performance Skills: Node.js / Python (FastAPI, Django) Database (MongoDB / PostgreSQL) REST APIs This is your system backbone 3. Frontend Developer Role: Build user interface for: discussions voting interaction with AI Skills: React / [login to view URL] UI/UX basics If UI is bad → users won’t stay → your idea fails 4. Data Engineer (VERY underrated for your idea) Role: Handle large-scale user input Clean, store, and structure data Build pipelines for “learning” Skills: Data pipelines ETL Databases + scaling Your whole idea depends on data quality 5. UX / Product Designer Role: Design how discussions happen Structure: arguments voting discourse flow This is CRITICAL for you If this fails: your system becomes chaos Advanced / optional (but powerful) 6. NLP / Research Engineer Role: Work on: semantic clustering trend detection discourse analysis Makes your system “smart”, not just functional 7. Blockchain Developer (LATER, not now) Role: Implement: authentication decentralization logic Skills: Solidity Web3 Only hire AFTER prototype works 8. DevOps Engineer Role: Deployment Scaling servers CI/CD pipelines Needed when users grow 9. Cybersecurity Specialist (important for your concept) Role: Secure: user data system access potential attacks Especially important since you're dealing with public input
Project ID: 40397964
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40 freelancers are bidding on average ₹199,538 INR for this job

Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including the one you require, using Matlab, Python, and similar tools. I hold a doctorate from Tohoku University and have a number of publications in the same subject. My portfolio, which showcases my past work, is available for your review. Your project piqued my interest, and I would be delighted to be part of it. Let's connect to discuss in detail. Warm regards. please check my portfolio link: https://www.freelancer.com/u/sajjadtaghvaeifr
₹200,000 INR in 7 days
7.2
7.2

Noticed your focus on creating a “learning” layer for LLMs—critical for actual intelligence. Recently built a similar layer with LangChain, enhancing model understanding and ranking. Extensive experience with Python and PyTorch aligns with your tech stack preferences. Curious about the dataset's characteristics and how you'd like to manage embeddings—is there a specific approach you're considering? Can start today and keen to explore how we can make your novel AI project standout. Let me know your thoughts.
₹150,000 INR in 7 days
5.6
5.6

Hi, I have reviewed your project requirements and I’m confident I can deliver accurate, data-driven, and scalable solutions for your needs. I bring 9+ years of combined experience in Python development, Data Science, Data Analytics, and Business Intelligence, helping clients turn raw data into meaningful insights and actionable dashboards. My Core Expertise Includes: Node js , React Js, Mongo , Blockchain, crypto currency Python Development: Pandas, NumPy, Scikit-learn, FastAPI, Flask, Django Data Science & Machine Learning: Data cleaning, EDA, predictive modeling, AI/ML solutions Data Analytics: Statistical analysis, reporting, automation, data mining Power BI: Interactive dashboards, DAX, Power Query, data modeling, KPI reporting Databases & Big Data: SQL, NoSQL, SparkML AI & Frameworks: TensorFlow, PyTorch, Cursor, Calude, gemini, nano, chatgpt. I focus on clean code, clear insights, performance optimization, and business-oriented outcomes. I ensure timely delivery and transparent communication throughout the project lifecycle. Let’s connect to discuss your requirements in detail and define the best approach for your project. Looking forward to working with you. Regards, Anju Logical Soft Tech Pvt Ltd, Indore(M.P)
₹200,000 INR in 45 days
4.4
4.4

Hello there, we are a team of Full Stack Developers in Web, Mobile and Data Analysis. Please, send me a message to discuss the work and finish in no time. Thanks Ashish Kumar.
₹200,000 INR in 35 days
4.6
4.6

✨✨✨ ✨✨✨ ✨✨✨ ✨✨✨✨✨✨ ✨✨✨ ✨✨✨ ✨✨✨✨✨ Hi, Dear. Portfolio : https://www.freelancer.com/u/seandinwiddie I’m confident I can help you design and structure this system into a scalable, production-ready architecture with a strong focus on AI-driven intelligence, embeddings, ranking systems, and clean modular backend design. I specialize in building NLP-based systems, LLM integrations, vector search pipelines, and full-stack applications using Python and modern web frameworks. I will start by defining a clear system architecture that separates intelligence (LLM + embeddings + ranking logic), data pipelines (storage, cleaning, and vectorization), and application layers (APIs, user interactions, and real-time discussion flows). Next, I will implement the core AI layer using embeddings, semantic similarity scoring, and ranking logic, ensuring the system can intelligently process and structure user-generated content. Finally, I will design the backend API structure and frontend interaction flow so that discussions, voting, and AI-generated insights are seamlessly connected with low latency and scalable performance. The result will be a clean, modular foundation that turns your concept into a working intelligent system rather than just a static discussion platform, with clear separation of AI logic, data handling, and user experience layers for future scaling. Looking forward to collaborating. Best Regards. Sean D. ✅
₹200,000 INR in 7 days
3.1
3.1

I can contribute as an AI/ML + Backend engineer, building LLM-powered features (embeddings, ranking, semantic logic) with Python while also handling scalable APIs and data flow. Experienced with FastAPI/Node, vector databases, and clean system architecture
₹200,000 INR in 7 days
2.6
2.6

Ranking discourse by semantic relevance — not just votes — is the hard part of what you're building. And the "learning" layer that improves with user feedback is where most platforms stop short. That's exactly what I'd focus on first. For your AI/ML Engineer role (your #1 priority), here's my approach: • LLM integration: OpenAI API + open-source fallback (Mistral/Llama) for cost control as you scale • Embeddings + semantic clustering: sentence-transformers to group related arguments and surface trending discourse patterns • Ranking layer: hybrid scoring — semantic relevance + engagement signals — tunable via a single weight so you can adjust live without redeployment • LangChain for multi-step reasoning (e.g., "find the strongest counter-argument in this thread") I also cover the Backend (FastAPI + PostgreSQL/MongoDB + REST APIs) and Data pipelines, reducing handoff friction between roles. I noticed Sean's question on the clarification board — your answer about v1 ranking priority (semantic vs. engagement) will shape the entire ML architecture. Happy to discuss that in a call. Available to start this week.
₹175,000 INR in 30 days
2.2
2.2

Hello, I have read your project details and I get what you need. I am an experienced freelancer with 4 years of experience in Java, Python, Backend Development. See my profile for recent work. Let's connect in chat to discuss more. Warm regards, Syeda Tahreem
₹150,000 INR in 7 days
0.0
0.0

As an AI/ML engineer, my specialization in Python, PyTorch/TensorFlow, and NLP basics with hands-on experience in LLM frameworks like LangChain makes me an exceptional fit for your project. I possess the expertise and tools necessary to turn your AI concept into a functioning reality. My past projects using APIs and open-source technologies showcase my ability to handle ranking, embeddings, and similarity - vital components of your project. What separates me from other candidates is my understanding of the "learning" aspect. Your project needs not only functional intelligence but also "actual intelligence." This is where I excel; I can build the necessary learning layer, even if it needs to be simulated. Moreover, my skills in data cleaning, management, and handling will ensure that any intelligence generated on your platform is based on high-quality data. In summary, my passion for delivering high-quality results coupled with my command of necessary technologies such as Python, PyTorch/TensorFlow, and NLP basics set me apart. With me on board, you're handing your project to someone capable of not only building a robust backbone system but also leveraging the potential of AI effectively. Let's discuss how we can leverage these capabilities to transform your idea into a successful and cutting-edge reality!
₹200,000 INR in 7 days
0.0
0.0

I can cover the core pieces that get your idea off the ground: the intelligence layer, the backend logic, the frontend discussion and voting interface, and the deployment setup. That’s the AI/ML, backend, frontend, and DevOps side taken care of, so we’ll be able to build a working system without waiting on extra hires. For the parts I don’t personally specialise in - like data engineering, advanced NLP research, blockchain, or deep cybersecurity - I’ll handle them in a practical way. I’ll keep the data clean and structured enough to feed the learning layer properly, use clear, proven design patterns so the discussion flow feels natural, and apply solid security basics from the start. If we ever need a specialist later (for example, a full decentralisation layer or a dedicated UX researcher), I can bring in trusted people, but it won’t slow down the first working version. I’ve already built platforms where LLMs handle ranking, embeddings, and summarisation behind a user-friendly React frontend, so I know how to make this "smart" without making it complicated for the users. I’d love to walk you through a simple plan and start building fast.
₹200,000 INR in 30 days
0.0
0.0

You need a multi-disciplinary team to develop a novel AI project, focusing on LLMs, backend logic, and data management. For the AI/ML Engineer, I will utilize Python and frameworks like PyTorch or TensorFlow to work with LLMs, ensuring we build a robust learning layer that handles ranking and embeddings effectively. As a Backend Developer, I will implement the system logic using FastAPI or Django, ensuring smooth API handling and database management with PostgreSQL or MongoDB, which is crucial for performance and scalability. For the Data Engineer role, I will design ETL pipelines to manage large-scale user input, ensuring data quality and structure for optimal learning. Timeline: 8 days. Can you confirm the specific LLM frameworks you prefer to use for this project?
₹150,024 INR in 7 days
0.0
0.0

Hello Mate!Greetings , Good morning! I am skilled mobile developer with skills including NLP, Machine Learning (ML), Java, NoSQL Couch & Mongo, LangChain, PostgreSQL, Backend Development and Python. Please contact me to discuss more regarding this project. A fast response is appreciated
₹150,000 INR in 4 days
0.0
0.0

With almost a decade of experience as the founder of Simplora Tech, I have mastered the art of building scalable and intelligent systems, which aligns perfectly with the needs of your novel AI project. My strong suit lies in constructing AI-integrated Software-as-a-Service (SaaS) platforms and Minimum Viable Products that are resilient, high-performing, and can deliver your users' needs effectively. Combined with my expertise in Python, Django, Node.js, React and technologies including OpenAI API, I am certain that I can meet all your expectations. Coming to what separates me from the rest: my deep understanding of "Data quality". As a Data Engineer by heart, not only do I handle large-scale user input with ease but can also clean, store and structure data meticulously. Ensuring the right data is fed in
₹200,000 INR in 7 days
0.0
0.0

‼️ONLY PAY WHEN YOU'RE 100% HAPPY‼️ I see you need an AI/ML Engineer skilled with LLMs, embeddings, and ranking—critical for turning your idea into true intelligence. My approach focuses on building a robust “learning” layer that optimizes semantic similarity and relevance, ensuring your system delivers smart, actionable outcomes. While I’m new to Freelancer, I’ve worked on similar NLP projects off-platform that improved system accuracy and user engagement. Let’s chat! Worst case, you get a free consultation and real insight. Regards Pietie Lubbe
₹187,500 INR in 30 days
0.0
0.0

Hello, Your project requires strong AI capability combined with a solid backend architecture, and that is exactly where my experience fits best. I can contribute in both the AI/ML engineer role and the backend developer role, helping transform the concept into a functional and scalable system. On the AI side, I have experience working with Python-based machine learning pipelines and LLM workflows. I can implement components such as embeddings, similarity search, ranking systems, and basic NLP processing using frameworks and tools commonly used in modern AI systems. This includes building the “learning layer” that analyzes user input, identifies relationships between discussions, and improves the intelligence of the system over time. On the backend side, I regularly build API-driven systems using Python frameworks such as FastAPI or Django. I can design the core architecture that manages user interactions, handles requests, connects with databases like PostgreSQL or MongoDB, and integrates AI services efficiently. This layer will ensure the platform remains stable, scalable, and easy to extend as the product grows. By combining both roles, I can ensure the AI layer and the backend system are tightly integrated, which is critical for performance and reliability. I’d be happy to discuss the architecture and help move the project from concept to a working prototype. Best regards Abishek
₹150,000 INR in 7 days
0.0
0.0

As a seasoned Software Engineer, I found your Novel AI Project intriguing and I believe my qualifications make me an ideal ML/AI engineer for your team. With profound proficiency in Python, PyTorch/Tensorflow, NLP basics, and LLM frameworks like LangChain, I am adept at turning ideas into actual intelligence- which in this context is going to be the crux of your project. Moreover, my experience working in real-world project environments under strict deadlines will help ensure that we meet your objectives on time. In conclusion, through my rich working experience in building efficient solutions, data management as well as backend logic, I can bring substantial value to your project from day one. My builder's mindset enables me to understand problems deeply thus enabling me to provide practical yet innovative solutions - transforming projects from theoretical concepts to effective realities. Choose me for a comprehensive understanding of the project requirements, reliable solutions delivered efficiently and effectively. Let's shape your groundbreaking idea together!
₹200,000 INR in 7 days
0.0
0.0

I’ve built AI-driven platforms combining LLMs, embeddings, FastAPI backends, data pipelines, and React frontends. For your scope, I’d structure it as a lean core team (AI/ML + Backend + Data + Frontend) first, then expand. I can lead architecture + help hire/guide each role while building the core system. Budget fits a phased build: ₹2–2.5L, 4–6 weeks (MVP with core intelligence + pipeline). Focus: usable intelligence, not overengineering. Question: Do you want one lead handling multiple roles initially, or separate specialists from day one?
₹200,000 INR in 28 days
0.0
0.0

Having studied Computer Science and Programming, I have a deep understanding of the technologies and languages needed for your project. My aptitude with Java and Python will be instrumental in your backend development needs. With extensive experience handling APIs, databases, user requests, as well as system logic, you'll have the solid foundation necessary to scale and perform efficiently. Completing my trifecta for the task is my proficiency in Node.js/Python (FastAPI, Django) for building resilient user interface systems that guarantee a positive user experience. One key aspect you mentioned is data quality which I fully comprehend can make or mar your AI project. As an experienced Data Engineer, I am highly skilled in managing large-scale data inputs and building sophisticated ETL pipelines that intelligently store and structure data - setting the stage just right for effective learning layers in the AI model. My expertise with databases and scaling adds an extra layer of security to all aspects of our project. Lastly, let's not forget security! With me on board, you won't need to worry about potential attacks or secured access points as I have successfully protected numerous user data systems over the course of my career. Overall, hiring me means taking аdvantage of my profound knowledge of various technologies and applying them methodically to deliver a flawless multi-disciplinary project. Let's develop a unique AI solution that exceeds your expectations together!
₹200,000 INR in 7 days
0.0
0.0

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