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We are seeking an AI lead developer to build AI orchestration workflows and integration of various agents like: - DevOps Agent - Analytics Agent - Dashboard Agent - Testing Agent Requirements: - Provide an architecture for generating real-time dashboards from unstructured logs from microservices in Kubernetes - Experience with data engineering and AI skills - Unstructured data stored as logs in JSON format in S3 bucket in AWS - Real-time data in terabytes - Long-term availability for this project - Build cursor-like frontend for analytics - Experience in UI development is a plus Skills needed: AI App Development, Machine Learning, AI Code Generator, AI Agent Development, Deep Learning, RAG, Python, Node.js, TypeScript
Projektin tunnus (ID): 40271566
94 ehdotukset
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Aktiivinen 10 päivää sitten
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94 freelancerit tarjoavat keskimäärin $12 USD/tunti tätä projektia

Hi, I’m an AI-focused full-stack developer with strong experience in orchestration workflows, data engineering, and scalable cloud architectures. For your use case, I would design a streaming pipeline using AWS services (S3 + Kinesis or Kafka + Lambda/EKS) to process terabyte-scale JSON logs in near real time. Structured data layers would be built using a processing engine (Spark/Flink) to normalize unstructured logs before feeding them into analytics storage such as OpenSearch, ClickHouse, or a time-series database. On top of this, I can implement AI agents (DevOps, Analytics, Testing, Dashboard) coordinated through an orchestration layer using LangChain or a custom agent router in Python. For intelligent insights, I would incorporate RAG pipelines to allow semantic querying of logs and system behavior using vector embeddings. The dashboard layer can be built with React + TypeScript, featuring real-time streaming updates and a cursor-style analytics interface for querying logs interactively. Security, scalability, and Kubernetes-native deployment will be prioritized to handle high-volume microservices environments. I’m available long-term and comfortable working within evolving architectures while continuously improving performance and AI intelligence layers. I’d be happy to outline a phased implementation plan and discuss how to balance cost, scalability, and AI capability for this system. Best regards
$15 USD 40 päivässä
7,7
7,7

With my team's expertise in machine learning and AI app development, we are more than capable of meeting and exceeding your project requirements. We have ample experience in creating AI orchestration workflows that integrate various agents, just like you require. Moreover, handling unstructured data, such as logs stored in JSON format in AWS S3 buckets, is not a problem for us either. We understand the significance of generating real-time dashboards from microservices logs in Kubernetes and possess the necessary skills to accomplish this task effectively. Our proficiency with handling terabytes of real-time data is a testament to our dedication to efficient and optimized solutions. Additionally, our knowledge and proficiency in UI development will enable us to build a sophisticated frontend for analytics, including a cursor-like interface. Our ultimate goal is to deliver a cutting-edge solution that enhances the user experience while providing the necessary insights from the abundant data at hand. I believe my team and I are ready to tackle this project head-on and produce exceptional results within your long-term availability requirement.
$5 USD 40 päivässä
6,3
6,3

Greetings, To introduce, I am a DevOps Engineer and an expert in AI. I have been working as a freelancer for the last 8 years and I can easily handle this project. I have over 5 years of experience in AWS, Linux, Ubuntu, CentOS, RedHat, Windows Server, Apache, Nginx, Jenkins, Docker, Azure, Google Cloud, MYSQL, and MongoDB. Can we have a quick chat to discuss more about this project? Looking forward to hearing from you. Regards, Naveed
$8 USD 40 päivässä
5,7
5,7

Hi, With extensive experience in AI development and a strong background in creating orchestration workflows, I am well-equipped to deliver a robust architecture for generating real-time dashboards from unstructured logs. I will leverage my expertise in data engineering and AI to integrate diverse agents effectively. What specific metrics or functionalities would you like to see in the dashboard?What specific metrics or functionalities would you like to see in the dashboard? Best regards,
$25 USD 3 päivässä
5,2
5,2

Hello I have thoroughly reviewed your project description and am confident in my ability to assist you in completing it successfully. I believe it would be highly beneficial to delve deeper into the specifics of the job to determine the most effective way forward. I am open to scheduling an interview at your convenience, and I genuinely appreciate the chance to collaborate with you on this project. Your response is eagerly anticipated, and I'm excited about the prospect of working together. Thank you for considering my proposal. Looking forward to your prompt reply! Best regards Rekha!!!
$10 USD 40 päivässä
5,4
5,4

Hi, I can lead this project and build the AI orchestration workflows plus the DevOps, Analytics, Dashboard, and Testing agents you described. I also have strong data engineering experience and can design a production architecture to generate real time dashboards from unstructured JSON logs coming from Kubernetes microservices and stored in S3 at terabyte scale. I would set up a streaming and processing layer to normalize and validate the logs, store them in an analytics friendly format, and power low latency queries for dashboards and alerts. On top of that, I would implement RAG and tool calling so the agents can reason over log schemas, runbooks, past incidents, and live metrics to support troubleshooting, analytics, and automated dashboard creation. I can also build the Cursor like frontend in React and TypeScript so users can explore logs, run queries, save views, and ask questions in natural language. I am available long term. If you share your current AWS and Kubernetes setup and what real time latency you expect, I can propose a clear milestone plan and start immediately.
$5 USD 40 päivässä
5,0
5,0

Hello,! I’m excited about the opportunity to help with your project. Based on your requirements, I believe my expertise in Python, Node.js aligns perfectly with your needs. How I Will Build It: I will approach your project with a structured, goal-oriented method. Using my experience in Python, Machine Learning (ML), Node.js, Kubernetes, Deep Learning, Microservices, AI Development, I’ll deliver a solution that not only meets your expectations but is also scalable, efficient, and cleanly coded. I ensure seamless integration, full responsiveness, and a strong focus on performance and user experience. Why Choose Me: - 10 years of experience delivering high-quality web and software projects - Deep understanding of Python, Node.js and related technologies - Strong communication and collaboration skills - A proven track record — check out my freelancer portfolio. - I’m available for a call to discuss your project in more detail - Committed to delivering results on time, every time Availability: I can start immediately and complete this task within the expected timeframe. Looking forward to working with you! Best regards, Ali Zahid United Arab Emirates
$5 USD 40 päivässä
4,8
4,8

Hi, this sounds like an interesting project. I have experience building AI-powered systems and data pipelines using Python, Node.js, and TypeScript, including processing large-scale log data and integrating AI agents into production workflows. For this type of system, I’d design an architecture that streams JSON logs from S3/Kubernetes into a processing layer, applies AI/RAG pipelines for analysis, and feeds a real-time analytics dashboard. I’m also comfortable building agent-based workflows (DevOps, analytics, testing agents) and creating responsive dashboards or cursor-style analytics interfaces. I’m available long-term and can help with both the architecture and implementation of the orchestration layer, data processing, and UI. Happy to discuss the current infrastructure and next steps.
$8 USD 40 päivässä
4,5
4,5

Hi there, You’re not looking for isolated agents. You need an orchestration layer that turns high-volume, unstructured log data into structured intelligence and real-time decision dashboards. That requires disciplined architecture across data ingestion, processing, and AI layers. I can design a pipeline where JSON logs in S3 are streamed through a processing layer using AWS services such as Kinesis or Kafka equivalents, parsed and normalized via Python-based data engineering services, then indexed into a scalable analytics store such as OpenSearch or a columnar warehouse. AI agents can operate as modular services—analytics, testing, DevOps—coordinated through an orchestration layer with event-driven triggers. For real-time dashboards, I would expose structured APIs to a React or TypeScript frontend with cursor-like interactive analytics powered by semantic querying or RAG over indexed logs. I reduce risk by separating ingestion, transformation, AI reasoning, and visualization into clean services, ensuring horizontal scalability for terabyte-scale throughput. Model inference and RAG pipelines will be isolated with monitoring, logging, and cost controls from day one. I can provide a detailed system architecture diagram, phased implementation roadmap, and scalability plan once we confirm expected log velocity and latency targets. I am available for long-term ownership and leadership on this project. Regards, Chirag
$10 USD 40 päivässä
4,5
4,5

Hi, I am a full-stack AI developer with 8 years of rich experience in software development. I am familiar with Python, Machine Learning, Deep Learning, AI Agent Development, RAG pipelines, Kubernetes, Microservices, AWS (S3), Node.js, and TypeScript for scalable AI-driven systems. I can design an architecture that streams JSON logs from S3 into a real-time processing layer (e.g., distributed ingestion + embedding/indexing), orchestrate DevOps/Analytics/Testing agents with clear workflow boundaries, and expose structured insights through a cursor-like TypeScript dashboard that transforms unstructured microservice logs into actionable metrics at terabyte scale. I'm an individual freelancer and can work on any time zone you want. Please contact me with the best time for you to have a quick chat. Looking forward to discussing more details. Thanks. Emile.
$15 USD 40 päivässä
4,1
4,1

Selecting me as your AI lead developer would be a decision you won't regret. Despite my profile highlighting my expertise as a Unity Game Developer and AR/VR Specialist, I have hands-on experience with AWS and AI app development, which is precisely what your project entails. I have a deep understanding of Node.js and Python, which are highly relevant to this undertaking. The volume of unstructured data your project requires managing is not an enigma for me. I possess hands-on experience dealing with gargantuan amounts of structured and unstructured data in AWS environments. Furthermore, I specialize in creating robust infrastructure that can handle such heavy real-time data flow without any disruptions. My pioneering work in VR will certainly add unique perspective to your cursor-like frontend for analytics. You need an AI lead developer who is innovative, reliable and proficient in handling large-scale streaming data; you need me! With my diverse background across gaming, AR/VR and AWS DevOps, I'm equipped with the ideal blend of skills to deliver exceptional results in this otherwise complex task. Let's discuss how we can make your visionary project a transformative reality together!
$5 USD 40 päivässä
4,0
4,0

HELLO, HOPE YOU ARE DOING WELL! You are looking for an AI lead developer to create orchestration workflows integrating multiple agents, which aligns perfectly with my expertise. My experience in AI development and data engineering uniquely positions me as the ideal candidate for this innovative project. I will provide a scalable architecture for generating real-time dashboards from unstructured logs, ensuring efficient integration with AWS S3 and Kubernetes. I aim to establish a user-friendly frontend for analytics while maintaining long-term project availability. I'd like to have a chat with you at least so I can demonstrate my abilities and prove that I'm the best fit for this project. Warm regards, Natan.
$25 USD 31 päivässä
3,5
3,5

Hello, I can design and implement a scalable AI orchestration architecture for real-time dashboard generation from large-scale Kubernetes microservice logs stored in S3. **Proposed Architecture** • Log ingestion via S3 event notifications → Kafka/Kinesis stream • Real-time processing layer using Spark Streaming or Flink • Structured transformation + enrichment pipeline (Python) • Feature extraction + anomaly detection models (ML layer) • Vector store (for RAG-based log intelligence and querying) • Aggregated metrics stored in scalable DB (ClickHouse / OpenSearch) • API layer (Node.js or FastAPI) for dashboard consumption **AI Agents Layer** • DevOps Agent – monitors infra anomalies, error spikes • Analytics Agent – detects trends, performance degradation • Testing Agent – flags regression patterns • Dashboard Agent – converts insights into structured visual data For the frontend, I can build a cursor-style analytics interface (React + TypeScript) with real-time WebSocket updates and AI-powered natural-language querying over logs. I have experience with: • Kubernetes-based microservices • Large-scale log pipelines • RAG systems for log intelligence • Python ML workflows • Node/TS API design I’m available long-term and comfortable working within lean budgets while scaling architecture responsibly. Ready to discuss current infrastructure and log volume patterns. Best regards, Tariq Ahmed Qureshi
$8 USD 40 päivässä
3,0
3,0

Hello, I am excited to apply for the AI Lead Developer position for your innovative project. With extensive experience in building AI orchestration workflows, I am well-equipped to develop the architecture necessary for generating real-time dashboards from unstructured logs in Kubernetes and AWS. I have a strong background in data engineering, particularly with large datasets stored in JSON format. My expertise in Node.js and Python, combined with deep learning and machine learning skills, positions me to effectively address your requirements. I can deliver a cursor-like frontend for analytics while ensuring seamless integration of various agents such as DevOps, Analytics, and Testing agents. I am committed to long-term project availability and look forward to contributing my expertise in microservices and AI app development. Best regards, Osama
$50 USD 7 päivässä
2,4
2,4

❗❕‼️⁉️ Hello ⁉️‼️❕❗ ❗❕❗❕❗❕ You need an AI lead developer to design orchestration workflows for multiple agents and generate real-time dashboards from terabytes of unstructured logs in AWS S3. I HAVE SOME QUESTIONS REGARDING THE PROJECT SEND ME A MESSAGE FOR MORE DISCUSSION ❗❕❗❕❗❕ What I offer: ⇆ ⇆ ⇆ ★ Architect AI orchestration workflows integrating DevOps, Analytics, Dashboard, and Testing agents ★ Build real-time dashboards from JSON logs stored in S3 across Kubernetes microservices ★ Implement efficient data pipelines for terabyte-scale unstructured logs ★ Develop cursor-like frontend for analytics with Python, Node.js, and TypeScript ★ Ensure scalable, maintainable AI workflows with RAG and deep learning components ★ Provide documentation, testing, and long-term support ⇆ ⇆ ⇆ With 7+ years in AI development, machine learning, and microservices architectures, I’ve built scalable real-time analytics systems and AI-driven orchestration platforms. I specialize in handling unstructured data at large scale with efficient pipelines. Approach: First, assess current microservices and S3 data structure. Second, design orchestration and analytics architecture for real-time dashboards. Third, implement, optimize, and test agents with long-term maintainability. Let’s connect to discuss architecture and timelines. Best Regards, Shaiwan Sheikh
$10 USD 40 päivässä
2,5
2,5

Hi, I’m excited about the opportunity to lead the development of your AI orchestration workflows. With over five years in AI and data engineering, I've successfully built systems that integrate various agents and create real-time dashboards from unstructured logs, particularly in Kubernetes environments. I understand the complexities of working with terabytes of data stored in S3, and I know how to process JSON logs efficiently. For your project, I envision implementing a robust architecture that allows seamless data flow to your dashboard agent while ensuring responsiveness. My background in Python and Node.js will be instrumental in developing a cursor-like frontend for analytics, making it user-friendly and efficient. I’m looking for a long-term commitment on this project, and I'm confident that my skills will bring your vision to life. If you have any specific preferences for the dashboard’s design or functionality, I'd love to hear them. Thank you, John.
$5,45 USD 40 päivässä
2,7
2,7

You’re looking to lead the development of AI orchestration workflows integrating multiple agents like DevOps, Analytics, Dashboard, and Testing, with a focus on real-time dashboards from unstructured JSON logs stored in AWS S3 within a Kubernetes microservices environment. Handling terabytes of real-time data and building a cursor-like frontend for analytics are key parts of your project. I bring over 15 years of experience and have completed more than 200 projects, specializing in full stack development with Node.js and Python, cloud and DevOps using AWS and Kubernetes, and AI development leveraging machine learning and deep learning techniques. My background aligns well with your need for AI-driven microservices architecture and data engineering. To execute this, I will design a scalable architecture that ingests JSON logs from S3, processes them in real time using Kubernetes-managed microservices, and feeds the data into an AI-powered analytics pipeline. The frontend will be built using a cursor-based approach for smooth, real-time interaction. I anticipate delivering a working prototype within the first few weeks and iterating based on your feedback. Let’s discuss your specific needs further so I can tailor the solution precisely to your vision.
$2 USD 7 päivässä
2,4
2,4

Hello, thanks for posting this project. I am confident in my ability to design and develop robust AI orchestration workflows and integrate agents (DevOps, Analytics, Dashboard, Testing) using Python, Node.js, and TypeScript within Kubernetes. I will architect a real-time dashboard pipeline from unstructured JSON logs stored in S3, capable of handling terabytes of data, with scalable data engineering and AI components including RAG and AI code generation. The architecture will cover ingestion, parsing, streaming, indexing, and a cursor-like frontend for analytics, ensuring long-term availability, maintainability, and seamless CI/CD integration. What are your preferred triggers for real-time dashboard updates (streaming vs batch) and the expected SLAs for data freshness and availability? I look forward to solving these challenges and delivering a flexible, production-ready solution that scales with your needs. Looking forward to hearing from you. Best regards,
$8 USD 25 päivässä
2,4
2,4

Hi, I’ve read your brief and I’m confident I can lead the AI orchestration effort you describe. I’ll design an architecture that ingests JSON logs from S3, streams them through a scalable pipeline (Kinesis/Kafka or Fluentd → Spark/Beam for streaming ETL), applies RAG-enabled ML services and vector stores for retrieval, and exposes low-latency aggregates to a dashboard service running in Kubernetes. I’ll define agent roles (DevOps, Analytics, Dashboard, Testing) as orchestrated microservices with clear contracts and RBAC, and deliver a cursor-like frontend API for interactive analytics. I have deep experience in ML, RAG, Python/Node.js, Kubernetes and handling terabytes of real-time logs, and I focus on maintainable, testable APIs and clean data models. I’m available long-term to iterate and operationalize. Which dashboards and key metrics (errors, latency, throughput, custom business events) are highest priority for your initial MVP? Sincerely, Cindy Viorina
$20 USD 38 päivässä
2,2
2,2

Hi there, As an AI lead developer with extensive experience in AI orchestration workflows and integration, I am confident in handling your innovative project. My expertise in AI App Development, Machine Learning, AI Agent Development, and Deep Learning align perfectly with the requirements you've outlined. To address your needs, I will architect a solution for generating real-time dashboards from unstructured logs stored in JSON format in the AWS S3 bucket. Handling terabytes of real-time data and ensuring long-term project availability are key priorities for me. I am well-versed in UI development, which will be advantageous in building a cursor-like frontend for analytics. Additionally, I will leverage my skills in Python, Node.js, and TypeScript to create a seamless and efficient system for your project. What timeline do you have in mind for project kick-off and completion? Looking forward to your response. Best regards,
$8 USD 6 päivässä
2,0
2,0

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