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I want to launch a web platform whose core function is data analysis, specifically focused on how visitors interact with the site itself. Every click, scroll, hover, and dwell time should be captured, stored, and fed into an AI layer that surfaces patterns, segment-level insights, and actionable recommendations. The emphasis is on website interaction data; while purchase history or social media feeds could be interesting later, they are out of scope for this first release. The build needs three tightly integrated pieces: a tracking script that records session events in real time, a scalable backend (Python, Node, or similar) that cleans and aggregates those events, and a lightweight ML pipeline—think TensorFlow, PyTorch, or a comparable framework—to run clustering and predictive models. Results must be displayed on a clean dashboard with filters for date range, traffic source, and device type so non-technical stakeholders can explore the findings. Deliverables • Fully responsive website with built-in event tracking • Backend data pipeline and secure database schema • Trained models that classify user segments and predict drop-off points • Interactive analytics dashboard with export capability (CSV/JSON) • Setup documentation and a brief hand-off video walkthrough Acceptance criteria: data collection accuracy above 95 %, dashboard loads under two seconds for 100 k daily events, and model outputs match supplied test cases. With these elements in place, the site will provide real-time behavior analytics that drive UX and marketing decisions from day one.
Projektin tunnus (ID): 40235089
27 ehdotukset
Etäprojekti
Aktiivinen 16 päivää sitten
Aseta budjettisi ja aikataulu
Saa maksu työstäsi
Kuvaile ehdotustasi
Rekisteröinti ja töihin tarjoaminen on ilmaista
27 freelancerit tarjoavat keskimäärin ₹24 924 INR tätä projektia

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
₹35 000 INR 7 päivässä
7,2
7,2

With eight years in the data analytics field, my proficiency with key aspects of your project is obvious. I am more than capable of building you a fully responsive website integrated with event tracking functionalities to ensure accurate data collection. In terms of the backend, I have a deep understanding of Python, Node.js, and other similar languages which align perfectly with what you need for your scalable data pipeline. Furthermore, my extensive experience using TensorFlow, PyTorch, and other comparable frameworks in various ML and data science projects make me uniquely qualified to construct your lightweight ML pipeline, capable of running the necessary clustering and predictive models. Lastly, my background in e-commerce along with other sectors mirrors the goals of your project: optimizing operations and elevating customer understanding! These experiences have honed my abilities in problem-solving and extracting actionable insights - exactly what this project entails. I am eager to embark on this journey with you to unleash the full potential of your data! Let's create an AI-powered website that revolutionizes how you understand user interactions.
₹25 000 INR 7 päivässä
6,7
6,7

With over seven years of solid programming experience, predominantly in web and application development, I am equipped with the skill set necessary to bring your AI website for behavior analytics to life. My proficiency in versatile languages and frameworks such as Node.js, React.js, Flask, and Django, aligns perfectly with your project's demands. Additionally, my comprehensive grasp of artificial intelligence and data engineering will ensure seamless integration of the tracking script that records session events in real-time and its subsequent aggregation through a scalable backend. What sets me apart from other developers is my genuine enthusiasm for all things tech. Passion fuels not only my expertise but also my unwavering commitment to meet and exceed client expectations. I understand that in order for this platform to be effective, it requires not just clean coding but an accessible interface for non-technical stakeholders too. Moreover, my ability to think critically extends beyond just writing code - I embrace challenges as an opportunity to grow and learn new technologies efficiently. This adaptability is particularly important given the ever-evolving nature of the tech industry - being familiar with popular frameworks like Tensorflow or Pytorch can only add further value to our partnership.
₹12 500 INR 7 päivässä
6,3
6,3

Hi there, I am a strong fit for this build because I have designed event-driven analytics platforms that combine real-time tracking, scalable data pipelines, and ML-based segmentation. I have implemented browser event collectors, high-volume ingestion backends, clustering and drop-off prediction models, and performance-optimized dashboards for non-technical stakeholders. I would use a lightweight JS tracking script, a Node.js or Python ingestion layer with a structured event schema, PostgreSQL or ClickHouse for aggregation, and a modular ML pipeline using scikit-learn or TensorFlow for segmentation and prediction. I reduce risk by defining a strict event taxonomy upfront, validating tracking accuracy with controlled test sessions, optimizing aggregation queries for sub-two-second dashboards, and versioning models with reproducible training scripts. I am ready to outline architecture, scaling strategy, and milestone plan immediately. Regards Chirag
₹25 000 INR 7 päivässä
4,4
4,4

I can build this end-to-end behavior analytics platform with real-time interaction tracking, a scalable event pipeline, and an AI insight layer that turns raw clicks/scrolls into actionable UX recommendations. Architecture I recommend (fast + scalable): Tracking SDK: lightweight JavaScript snippet capturing click, scroll, hover, dwell, page depth (sessionized + privacy-safe) Backend: Python FastAPI or Node.js with event ingestion + validation Data store: ClickHouse or PostgreSQL + Timescale for 100k/day+ event performance Streaming/Queue: Kafka or Redis Streams for real-time aggregation ML layer: scikit-learn/PyTorch for clustering, drop-off prediction, anomaly detection Dashboard: React + interactive charts with filters + CSV/JSON export Core delivery: Responsive web platform with built-in event tracking Secure event schema, session stitching, bot filtering, and GDPR-ready anonymization Aggregation pipeline producing funnels, heat-style metrics, and segment cohorts Models to classify user behavior segments and predict churn/drop-off points Dashboard under 2s load with date/device/source filters Full documentation + hand-off video walkthrough I can deliver a production-ready MVP that meets your accuracy and performance targets and is extensible for future data sources later. Best regards, Amaan Khan L. (CUBEMOONS PVT.)
₹25 000 INR 7 päivässä
3,7
3,7

Hello, my name is Ritik Garg and I am a Full-Stack/Backend Developer with 8+ years of experience working with Python, Django, Restful APIs, Data Mining, Flask, Scrapy, Selenium, Fluter, Mobile Development, Node JS, Angular, React, AWS, DevOps, request, threading and selenium. I have the necessary skills and experience to complete your project within a month's timeline. I specialize in web scraping and have successfully completed many projects related to this. My goal is to give clients over 100% satisfaction by implementing their ideas accurately so that their business thrive and grow. Additionally, I guarantee perfect (100%) quality on every project while being on time and budget delivery as well as flexible work times.. If you choose me for this job, you can count on me providing excellent customer service while staying within your target deadline. Please let me know if you're interested in discussing further or have any other questions. Best regards!
₹25 000 INR 7 päivässä
3,7
3,7

Dear Client, I can build your real-time website behavior analytics platform end to end—tracking every click, scroll, hover, and dwell event and turning it into clear, actionable insights. I’ll deliver a lightweight tracking script, a scalable Python/Node backend, ML models for user segmentation and drop-off prediction, and a fast dashboard with filters and CSV/JSON export. The system will meet your acceptance criteria: >95% data accuracy, sub-2s dashboard load at 100k daily events, and validated model outputs. You’ll also receive full documentation and a handover walkthrough. Ready to start immediately. Best regards, WiredAI Venture
₹35 000 INR 7 päivässä
1,9
1,9

Hello, I’m Dinesh Kumar With 14+ years of experience across multiple platforms, I’ve helped build numerous startups through dedication and hard work. I’m committed to delivering high quality work that ensures 100% client satisfaction. Your success is my priority, and I focus on building long term relationships based on trust and excellence. Expertise: Web & App Development – React.js, Node.js, JavaScript, PHP, MySQL, WordPress, Magento, CodeIgniter, Shopify, .NET, Flutter, FoxPro Strong knowledge of frameworks, software design, and development methodologies Proven ability to deliver custom, scalable, and reliable solutions for diverse industries I work with clients globally, providing end to end solutions that meet unique project needs while maintaining the highest quality standards.
₹25 000 INR 7 päivässä
1,1
1,1

Hello, I am Muhammad Tariq, an experienced web developer with expertise in PHP, JavaScript, Python, and HTML. I have carefully reviewed your project requirements and am confident in delivering a high-quality, modern, and fully responsive website for behavior analytics. With my strong background in website design and development, I assure you a professional solution that meets your specifications. You can view my portfolio at https://www.freelancer.com/portfolio-items/11207523-ecommerce-project https://www.freelancer.com/portfolio-items/11207531-kidilo-project https://www.freelancer.com/portfolio-items/11134276-build-a-full-custom-website https://www.freelancer.com/portfolio-items/11134221-vacation-rental-booking-website for examples of my previous work in eCommerce, education, AI, blockchain, dashboards, insurance, and project management. I would love to discuss your project further in chat to understand your vision and requirements. Regards, Muhammad Tariq
₹25 000 INR 7 päivässä
0,0
0,0

Hi I understand that you need a web platform for behavior analytics that captures user interactions like clicks, scrolls, hovers, and dwell time, and feeds this data into an AI layer to generate segment-level insights and actionable recommendations. I can implement a lightweight tracking script for real-time event capture, build a scalable backend to clean and aggregate data, and develop a machine learning pipeline using TensorFlow or PyTorch for clustering and predictive analysis. The results will be displayed on a clean, interactive dashboard with filters for date range, traffic source, and device type, and options to export CSV or JSON. I will provide a secure database schema, full documentation, and a brief hand-off walkthrough. To make sure I deliver exactly what you need 1. Should the first release focus on desktop and mobile web tracking equally, or prioritize one 2. Are there specific user segments or KPIs you want the AI models to highlight first 3. Would you like a walkthrough session after deployment to explain event tracking, data pipeline, and dashboard usage Looking forward to your reply so we can start efficiently Best regards mudassar m.
₹12 500 INR 2 päivässä
0,0
0,0

Hello I understand you want to build a behavior analytics platform that captures detailed interaction data, processes it through a scalable backend, and applies ML models to generate actionable insights via a fast, user-friendly dashboard. This requires tight integration between real-time tracking, data engineering, and applied machine learning. I’m a full-stack developer with experience building analytics platforms using Node/Python backends, event-driven pipelines, and ML models for clustering and churn/drop-off prediction. I’ve implemented high-volume tracking systems and dashboards optimized for sub-second query performance. I would develop a lightweight JS tracking script, stream events to a scalable backend (e.g., FastAPI/Node + PostgreSQL), process data via a clean ETL layer, and train clustering and predictive models with TensorFlow or PyTorch. The dashboard would include filtering, exports, and performance optimization to meet your 100k events/day and <2s load target. Do you prefer a cloud provider such as AWS or GCP for deployment? I’d be excited to help you launch this analytics platform with production-grade architecture and clear documentation. Best regards
₹23 000 INR 7 päivässä
0,0
0,0

Your vision for a behavior-focused analytics platform is very compelling, and I’d be excited to help build a scalable first release centered on accurate website interaction data and clear, actionable insights. Approach I will develop a responsive web platform consisting of three tightly integrated layers: • A lightweight client-side tracking script to capture clicks, scroll depth, hover activity, and dwell time in real time. * A scalable backend (Node/Python) to securely ingest, clean, and aggregate session events into an optimized database schema. * A machine learning pipeline using TensorFlow/PyTorch to perform user clustering and predict drop-off behavior based on interaction patterns. Dashboard & Insights The platform will include a clean analytics dashboard with filters for date range, traffic source, and device type, along with export options (CSV/JSON) so non-technical stakeholders can easily explore results. Deliverables ✔ Responsive website with integrated tracking ✔ Secure backend data pipeline and database setup ✔ Trained models for segmentation and drop-off prediction ✔ Fast interactive dashboard (<2s load target for high event volume) ✔ Documentation plus hand-off walkthrough video I focus on performance, clean architecture, and measurable accuracy to meet your acceptance criteria and ensure the system is ready for real-world usage from launch. I’d be happy to discuss technical details, milestones, and scaling strategy further. Best regards,
₹18 000 INR 7 päivässä
0,0
0,0

Hello, Yes — I clearly understand your requirement. You need real-time interaction tracking (clicks, scrolls, hover, dwell time), a scalable backend to clean and aggregate events, and a classification + predictive ML layer to segment users and detect drop-off risks — all inside a fast, filterable dashboard. This requires structured data engineering + production-grade ML. In a previous AI-driven e-commerce project, I built end-to-end classification systems. I handled: • Raw data cleaning & normalization • Event structuring & feature engineering • Training dataset preparation • Model training & validation • Prediction pipeline deployment inside production We classified products by age, gender, occasion suitability, and behavioral signals — and after training, deployed models that generated real-time predictions. Due to confidentiality, I can’t post the model code here, but I can walk you through the full training + deployment pipeline over a call. For your platform, I’ll build: • Real-time tracking script • Clean backend event pipeline • Clustering + drop-off prediction models • Sub-2s dashboard with export I can complete this within 5 days while meeting accuracy targets. Let’s move forward.
₹15 000 INR 5 päivässä
0,0
0,0

I have done multiple similar projects in the past, focusing on building seamless, integrated platforms that capture user interactions in real time. Your need for a clean, professional, and user-friendly dashboard aligns perfectly with my approach to delivering scalable backend solutions and lightweight ML pipelines that provide automated, actionable insights. While I am new to freelancer, I have tons of experience and have done other projects off site involving Python, Node.js, TensorFlow, and real-time event tracking with strict accuracy and performance criteria. I would love to chat more about your project! Regards, Adriaan Potgieter
₹16 150 INR 30 päivässä
0,0
0,0

We recently helped a client build a real-time user interaction analytics platform with event tracking, scalable backend processing, and ML-driven insights, boosting their website's engagement analysis and decision-making. I can deliver exactly what you’re looking for, clean, reliable, and on time. I focus on clear communication, quality work, and practical solutions that actually meet your goals. I’ve handled similar tasks before and know how to keep things simple, efficient, and stress-free. If you want someone dependable who gets it done right the first time, I’m ready to start. While I am new to freelancer, I have tons of experience and have done other projects off site. I would love to chat more about your project! Regards, Cristiano Ferreira
₹28 150 INR 30 päivässä
0,0
0,0

Capturing every visitor interaction—from clicks to dwell time—and integrating it with an AI layer for actionable insights shows clear focus on real-time, behavior-driven analytics. I've developed a scalable event-tracking backend paired with TensorFlow-based user segmentation models for a SaaS platform, achieving over 97% data accuracy and sub-two-second dashboard loads under heavy traffic. For this project, I would build a lightweight JavaScript tracking script to stream events, architect a Python backend for cleaning and aggregation, and deploy PyTorch models for clustering and drop-off prediction. The dashboard would be optimized for speed with intuitive filters tailored to your stakeholder needs. Which user segments are prioritized for the initial model training and validation? Happy to outline the exact structure I’d use. Best regards, Josua Verster
₹28 150 INR 30 päivässä
0,0
0,0

Hi, I can build your complete website behavior analytics platform with real-time tracking, ML-based user segmentation, and a fast interactive dashboard. I have strong experience designing data pipelines, analytics systems, and deploying ML models in production. What I’ll deliver: Lightweight tracking script to capture clicks, scrolls, hover, and dwell time Scalable backend (Python + FastAPI/Node.js) with optimized database schema ML pipeline (PyTorch / scikit-learn) for clustering, segmentation, and drop-off prediction Fast, clean dashboard with filters, insights, and CSV/JSON export Full documentation and deployment-ready setup The system will be designed for high accuracy, scalability (100k+ events/day), and actionable insights. Estimated delivery: 2–3 weeks. Best regards, Harikrishnan
₹25 000 INR 7 päivässä
0,0
0,0

Noida, India
Liittynyt helmik. 16, 2026
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$750-1500 USD
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