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I’m building a browser-based dashboard that pulls system-usage data from multiple APIs, normalises it on the fly, then turns the stream into clear, actionable visuals. The data sources you’ll wire up are satellite imagery and structured responses from user-input surveys. After cleaning and merging the feeds, the platform should surface insights in real-time through interactive heat maps; other chart types can remain optional for later phases. A core requirement is an embedded anomaly engine able to flag: • Data discrepancies • Unusual user activity • System errors When an anomaly appears, the system must automatically compile a brief HTML/PDF report and archive it, tagging both the raw and processed records so future queries remain traceable. Key pieces of the build • API connectors for imagery and survey endpoints • Normalisation layer that unifies spatial, temporal, and categorical fields • Real-time datastore (PostgreSQL/PostGIS, TimescaleDB, or comparable) • Heat-map rendering in the dashboard (D3.js, [login to view URL], or similar) • Anomaly-detection logic—rule-based to start, but structured so machine-learning models can be dropped in later • Report generator with templated summaries and visual snapshots • Dockerised deployment scripts and concise setup docs Acceptance criteria 1. A demo environment reachable via URL that ingests sample imagery + survey payloads, updates without manual refresh, and highlights injected anomalies within five seconds. 2. At least three stored reports proving the automatic generation pipeline. 3. Clean, commented code in a Git repo with a README explaining local setup, environment variables, and test data seeding.
Projektin tunnus (ID): 40259289
21 ehdotukset
Etäprojekti
Aktiivinen 16 päivää sitten
Aseta budjettisi ja aikataulu
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Rekisteröinti ja töihin tarjoaminen on ilmaista
21 freelancerit tarjoavat keskimäärin $3 985 USD tätä projektia

With over a decade of experience in web and mobile development, specializing in anomaly detection and data visualization, I understand the complexity of your project. Your need for a web dashboard with embedded anomaly detection capabilities aligns perfectly with my skill set. I have successfully delivered similar projects in the past, particularly in the realm of data analysis for fintech and healthcare industries. By leveraging my expertise in real-time data processing, interactive visualization, and anomaly detection algorithms, I am confident in creating a dashboard that not only meets but exceeds your expectations. I am eager to discuss how we can collaborate to bring your vision to life. Feel free to reach out to me through the messaging feature, and let's dive into the details of your project.
$4 000 USD 45 päivässä
8,0
8,0

⭐⭐⭐⭐⭐ We at CnELIndia, led by Raman Ladhani, can deliver your browser-based dashboard end-to-end. We will build robust API connectors for satellite imagery and survey endpoints, and implement a normalization layer unifying spatial, temporal, and categorical fields. Using PostgreSQL/PostGIS or TimescaleDB, we will create a real-time datastore, and render interactive heat maps via D3.js or Deck.gl. Our anomaly engine will flag data discrepancies, unusual activity, and system errors, automatically generating HTML/PDF reports with traceable raw and processed records. Dockerized deployment scripts and concise setup documentation will ensure reproducibility. Raman Ladhani’s expertise in Python, JavaScript, data visualization, and anomaly detection will guide integration of optional ML models for future enhancements, ensuring a demo environment that meets all acceptance criteria efficiently and reliably.
$4 000 USD 7 päivässä
7,7
7,7

Could we utilize a rule-based detection logic initially to identify data discrepancies and unusual user activity efficiently? I specialize in building browser-based dashboards and have extensive experience with API integration and real-time data handling. I can establish the needed API connectors, create a robust normalization layer, and set up a PostgreSQL datastore for seamless performance. Furthermore, I’ll ensure the dashboard implements heat maps and integrates a report generator for anomaly detection that archives records and generates HTML/PDF reports automatically. I pride myself on delivering clean, documented code and will provide a demo environment with essential features like automated report generation. Let’s discuss your vision further and ensure we meet all acceptance criteria for a successful deployment. Best Regards, Badar madni
$4 000 USD 34 päivässä
6,6
6,6

Web Dashboard with Anomaly Detection I’m a full-stack software engineer with expertise in React, Node.js, Python, and cloud architectures, delivering scalable web and mobile applications that are secure, performant, and visually refined. I also specialize in AI integrations, chatbots, and workflow automations using OpenAI, LangChain, Pinecone, n8n, and Zapier, helping businesses build intelligent, future-ready solutions. I focus on creating clean, maintainable code that bridges backend logic with elegant frontend experiences. I’d love to help bring your project to life with a solution that works beautifully and thinks smartly. To review my samples and achievements, please visit:https://www.freelancer.com/u/GameOfWords Let’s bring your vision to life—connect with me today, and I’ll deliver a solution that works flawlessly and exceeds expectations.
$3 000 USD 5 päivässä
5,5
5,5

Nice to meet you , It is a pleasure to communicate with you. My name is Anthony Muñoz, I am the lead engineer for DSPro IT agency and I would like to offer you my professional services. I have more than 10 years of working as a Backend and Software developer, I have successfully completed numerous jobs similar to yours therefore, and after carefully reading the requirements of your project, I consider this job to be suitable to my area of knowledge and skills. I would love to work together to make this project a reality. I greatly appreciate the time provided and I remain pending for any questions or comments. Feel free to contact me. Greetings
$7 608 USD 7 päivässä
5,8
5,8

Hi, I came across your project "Web Dashboard with Anomaly Detection" and I'm confident I can help you with it. About Me: I'm a agency owner with over 8+ years of experience in JavaScript, PostgreSQL, API Development, HTML5, JSON. , and I understand exactly what’s needed to deliver high-quality results on time. Why Choose Me? - ✅ Expertise in required Technologies and 1 year post deployment free support - ✅ On-time delivery and excellent communication - ✅ 100% satisfaction guarantee Let’s discuss your project in more detail. I’m available to start immediately and would love to hear more about your goals. Looking forward to working with you! Best regards, Deepak
$4 000 USD 45 päivässä
4,7
4,7

! I am ready to start right now. I read your job description I will do that, I am a professional Web designer I have 8 years of experience in Data Visualization, JSON, HTML5, Anomaly Detection, JavaScript, Python, Large Language Models (LLMs), Dthreejs, API Development and PostgreSQL. Check my work: https://www.freelancer.in/u/KayaCreation I will help you to get the most out of your marketing campaign! i will provide you very creative and highly professional graphics design for your business. Please message me i am ready to details discuss about your project just contact me! Best Regards! Kaya
$4 440 USD 1 päivässä
3,8
3,8

Hello!, I am a US-based senior software engineer with extensive experience in building robust software solutions, including anomaly detection systems and data visualization dashboards. I’ve carefully reviewed your project description and am excited about the opportunity to create a browser-based dashboard that pulls and normalizes system-usage data from multiple APIs. With around 15 years of experience in JavaScript, Python, HTML5, and data visualization, I have successfully delivered projects involving complex data handling and API integration. My approach includes clear communication, structured milestones, and a focus on producing clean, maintainable code. Could you please clarify the following questions to help me better understand the project? 1. What specific APIs are you looking to integrate for the data pull? 2. Are there any particular metrics or KPIs you want the dashboard to focus on for anomaly detection? I believe my background in AI and automation, along with my experience developing data-heavy dashboards, makes me a great fit for this project. Let’s discuss how we can achieve your project goals effectively. Looking forward to your response! Best, James Zappi
$4 500 USD 16 päivässä
2,6
2,6

You’re looking to build a browser-based dashboard that integrates satellite imagery and user survey data, normalizes these feeds in real-time, and visualizes them through interactive heat maps while embedding an anomaly detection engine that flags discrepancies and unusual activity. The system must also generate automatic HTML/PDF reports with tagged raw and processed data for traceability. I understand the need for a live demo environment updating within five seconds and a clean, documented codebase. With over 15 years of experience and 200+ projects completed, I specialize in full-stack development using JavaScript, Python, and PostgreSQL, along with API integration and data visualization with D3.js. I am well-versed in building scalable dashboards, real-time data processing pipelines, and embedding rule-based anomaly detection systems designed for future ML model integration. My approach will focus on developing robust API connectors for imagery and survey endpoints, implementing a normalization layer for spatial and temporal data, and using TimescaleDB for real-time data storage. I’ll build the heat maps with D3.js and design a modular anomaly engine that triggers report generation using Python scripts, all containerized with Docker for smooth deployment. A functional demo with injected anomalies will be ready within 6 weeks. Let’s discuss how I can help bring your dashboard and anomaly detection system to life.
$3 300 USD 7 päivässä
2,0
2,0

Hello, Now Meta is your company, leveraging a decade of proven expertise in Matching Job Skills. I have attentively reviewed the requirements for the Web Dashboard with Anomaly Detection project. Our team will begin by setting up API connectors for imagery and survey endpoints, followed by implementing a normalisation layer to unify data fields. We will then integrate a real-time datastore and develop heat-map rendering using D3.js or Deck.gl. The anomaly-detection logic will be rule-based initially, with the flexibility to incorporate machine-learning models in the future. Additionally, we will create a report generator for automated report generation and ensure the deployment process is seamless with Dockerised scripts. For a more personalized discussion and to move this project forward, please feel free to open a chat. Regards, Now Meta
$3 000 USD 7 päivässä
0,6
0,6

Delhi, India
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