Full-Stack Developer (Raspberry Pi 4 + DeepFace + AWS + Laravel API)
1454 USD Project: development of a data collection and analysis system from cameras in retail locations (Digital Signage + AI).
What needs to be done
Raspberry Pi 4 firmware (Python, DeepFace, OpenCV):
reading data from cameras,
analysis (age, gender, emotions, dwellTime, attentionTime, glasses),
deleting images after analysis,
transmitting metadata to an intermediate service.
Intermediate service (Node.js or FastAPI):
receiving JSON from Raspberry Pi and players,
generating events for the player (WebSocket/SSE),
transmitting data to AWS.
AWS (RDS PostgreSQL or DynamoDB):
storing data (Players, Content, FaceEvents, Movement).
Laravel API (extension):
new statistics endpoints,
filters (date, time, demographics, location),
aggregates and percentage indicators (Totals, Age%, Emotion%, Gender%, Trends, etc.),
authorization via JWT/OAuth.
Integration and testing:
checking the full cycle: Raspberry Pi → service → AWS → Laravel API → frontend (Vue.js, already implemented),
technical and GDPR documentation.
Technology stack
Edge: Python, DeepFace, OpenCV, Raspberry Pi 4
Backend: Node.js / Python (FastAPI), Laravel (PHP)
Databases and cloud: AWS (RDS PostgreSQL / DynamoDB, API Gateway, Lambda)
Authorization: JWT/OAuth
Frontend: Vue.js (ready, only API data preparation needed)
Implementation timelines
PoC Raspberry Pi 4 — 1 week
Intermediate service + AWS integration — 2 weeks
Database schema and pipeline — 1 week
Laravel API (aggregates and percentages) — 2 weeks
Integration and testing — 2 weeks
Total duration: ~8 weeks (≈2 months).
Who we are looking for
Experience in Python (DeepFace/OpenCV), Node.js or FastAPI, Laravel.
Understanding of AWS (RDS, DynamoDB, Lambda, API Gateway).
Ability to work with APIs, aggregates, filters, statistics.
Experience in GDPR will be a plus.
👉 If you have experience with both Edge-AI (Raspberry Pi) and Backend/API, please write to us!
Applications 2
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5 days3965 USD
2295 73 0 5 days3965 USDGood day, I have been working in this field for over 9 years, I have experience: php (symfony, laravel, OpenCart, wordpress), javaScript (vue, react, nuxt, nextJs, jquery), html, css (SASS/SCSS), sql (PostgreSQL, MySQL). I am ready to complete this project, with quality and in a short time. Examples of recently completed projects: https://cohntm.com/ https://spacepro.org/ https://ff.ua/uk https://lingvanex.com/
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60 days4983 USD
421 60 days4983 USDHello Nikita
I have thoroughly reviewed your technical specifications for the AI-powered digital signage analytics platform. This is a challenging and well-structured project, and I am confident in my ability to deliver a complete, robust, and GDPR-compliant solution.
My proposal covers the entire stack, from the edge devices to the Laravel API, ensuring seamless integration and performance.
Kindly inbox me, so that we can discuss implementation and building plans, and ensure that they correspond, with the way you want your system to be built, from functionality to design and requirements.
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30 days3275 USD
1117 4 0 30 days3275 USDHello!
I can build this system to work smoothly from start to finish. On Raspberry Pi, the camera feed will be analyzed instantly using Python and DeepFace. The system will detect age, gender, emotions, and attention span, and then delete images, ensuring that nothing personal is saved. Only secure metadata will be transmitted.
The middleware will relay this data to players in real-time and also send it to AWS, where it will remain structured and secure. On the Laravel side, I can extend the API to already provide sums, percentages, and trends, meaning that the Vue frontend can display clear information without additional processing.
To make this more useful than a typical setup, I would add two features. First, a simple simulation mode that generates visitor movement without cameras, allowing for testing dashboards or demonstrating the system at any time. Second, a privacy dashboard that shows GDPR compliance by logging image deletions and data anonymization. This provides assurance not only about the results but also about how responsibly they are handled.
Thank you!
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