AI & DataSpotlight project
ConteoBK
Occupancy control with computer vision and real-time video.
- Python
- DeepStream
- Kubernetes
- Laravel
From problem
to
product.
I'm Diego Orue. I build backend systems, computer vision pipelines, and data platforms—from initial integration to production deployment.
Backend · Computer vision · Data
How my projects workProjects
13 projects to explore
AI & DataSpotlight project
Public Tenders
Find public procurement opportunities and analyze tender specifications.
- Laravel
- React
- TypeScript
- Inertia
AI & Data
GaruTickets
From a receipt photo to actionable structured data.View workflow
- React
- React Native
- Node.js
Platforms
Nectum
A modular Rust ERP connecting sales, inventory, and accounting.View workflow
- Rust
- Axum
- Tokio
AI & Data
Inmo-Sniper
A real estate radar with custom searches and personal alerts.
- Python
- React
- TypeScript
Management
Waste Management
Container inventory and waste collection route planning on a map.
- Go
- React
- PostGIS
Platforms
Linkalmi
Mobile networking network for vocational students, alumni, and tutors.
- React
- TypeScript
- Vite
Web Experiences
Garunia
An interactive pitch presentation with an integrated city demo.
- React
- TypeScript
- Vite
Management
Hikvision Traffic
Access control and parking management connected to ANPR cameras.
- Laravel
- React
- TypeScript
Management
Document Management
Digitize, search, and classify municipal public records.
- Java
- Spring Boot
- PostgreSQL
Management
inventarioIT
IT infrastructure inventory, from the client to the physical device.View workflow
- Laravel
- React
- TypeScript
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Inside each project.
From user workflow to system architecture.
From camera feed to zone occupancy
Counting starts at an optical sensor and ends at live zone occupancy. In between are two distinct pathways: capacity events and user-facing video streaming.
ConteoBK
Camera video is converted into real-time entry/exit events and visible occupancy per facility zone.
Counting & Occupancy
Connected CamerasMilestone XProtect · ONVIF · RTSPExplore GPU Detection ClusterDeepStream · Savant · KubernetesExplore Events & OccupancyLaravel · MySQL · RedisExplore Dashboard & Live VideoReact · WebRTCExplore ConteoBK
Select a part of the architecture map to learn about its role.
Connected Cameras
The Milestone XProtect ONVIF Bridge feeds RTSP streams into the cluster. The platform manages dozens of cameras linked to specific facilities and zones.
GPU Detection Cluster
The pipeline detects and tracks individuals, registering line crossings for entries and exits. Kubernetes balances pipelines across GPUs; dashboard manages ONNX models.
Events & Occupancy
Crossings dispatch HMAC-signed event payloads to Laravel. The backend tracks zone tallies, utilizing Redis and Reverb WebSockets for live push updates.
Dashboard & Live Video
The dashboard displays live occupancy counts and capacity alerts. WebRTC delivers low-latency live video, activating GPU encoding on demand when inspected.
From physical hardware to connected inventory
Devices are organized by client and linked to physical branches. That structure unites hardware assets with IP addresses, network topology, and support tickets.
- ClientOrganization & hardware assets
- Branches & locationsPhysical location assignments
- DevicesType · status · custom attributes
inventarioIT
Clients, office branches, and hardware devices share a unified structure linking inventory with networking.
Connected Inventory
Clients, Branches & HardwareInventory · Excel importExplore Infrastructure EngineLaravel · IPAMExplore Data & ProcessingPostgreSQL · RedisExplore Topology & ReportingReact · Inertia · PDF / ExcelExplore inventarioIT
Select a part of the architecture map to learn about its role.
Clients, Branches & Hardware
Information is organized hierarchically by client, branch, and device, with custom fields. Bulk Excel import streamlines onboarding existing hardware.
Infrastructure Engine
The backend links hardware, physical connections, and IP subnets. IPAM modules track address allocations while ticket logs provide full audit trails.
Data & Processing
PostgreSQL stores asset records and Redis handles asynchronous queues. Granular permissions ensure engineers only access authorized client tenants.
Topology & Reporting
The web app visualizes network topologies and hardware relationships. Export tools generate professional PDF and Excel reports for clients.
From a receipt photo to a verifiable ticket
The original image is preserved while processing continues in the background. OCR extracts raw text; an LLM turns it into structured, verifiable expense records.
- Receipt photoReact Native app
- Image & jobMinIO · RabbitMQ
- Text & fieldsPaddleOCR · LLM
- Verifiable ticketMongoDB · React
GaruTickets
Image capture, OCR extraction, and verification connect through an asynchronous pipeline.
Receipt to Data
Receipt CaptureReact Native · AndroidExplore OCR & InferencePython · PaddleOCR · RabbitMQExplore Storage & ResultsMinIO · MongoDBExplore Review & ManagementReact · Node.jsExplore GaruTickets
Select a part of the architecture map to learn about its role.
Receipt Capture
The mobile app captures receipt photographs and submits them for digitization. The image is the entry point for the extraction pipeline.
OCR & Inference
RabbitMQ distributes jobs across processing workers. PaddleOCR and LLMs extract merchant, date, line items, taxes, and totals.
Storage & Results
MinIO stores original images securely, while MongoDB holds parsed application data. Express APIs deliver results to the mobile app and dashboard.
Review & Management
The web dashboard lets users inspect, verify, and export extracted receipt fields. The backoffice centralizes expense reporting workflows.
From sales order to journal entry
The sales cycle coordinates documents, stock reservations, and inventory movements. Automated journal entries are posted when company ledger accounts are configured.
- Sales orderCustomer · products · warehouse
- ConfirmationStock reservation
- DispatchInventory release
- BookkeepingIf accounts configured
Nectum
Sales, inventory, purchasing, and accounting share an API with tenant-isolated data.
Modular ERP
Typed UI & Client SDKReact · TypeScript · SDKExplore API & PermissionsRust · Axum · Tokio · RBACExplore Tenant-Scoped DataSQLx · PostgreSQL · RLSExplore Connected ModulesSales · stock · purchasing · accountingExplore Nectum
Select a part of the architecture map to learn about its role.
Typed UI & Client SDK
The interface uses Nectum’s TypeScript client to query and manage modules. The SDK centralizes API requests and session token refresh.
API & Permissions
Axum exposes HTTP routes on Tokio. Authentication, role-based access control, and tenant context govern every request, documented via OpenAPI.
Tenant-Scoped Data
SQLx opens transactions initialized with company context. PostgreSQL Row-Level Security policies restrict queries and mutations to that tenant.
Connected Modules
Each business domain lives in an isolated crate. Orders reserve stock; dispatches deduct inventory and post journal entries when accounts exist.
From publication to bid tracking
Public procurement sources feed a searchable catalog tracked per company. Specification review connects original documents with on-demand AI summaries and pipeline tasks.
Public Tenders
Public procurement portals feed multi-company bid tracking and AI document analysis.
Public Procurement
Official PortalsPLACSP · TEDExplore Ingestion & Analysis EngineLaravel · AI providersExplore Company-Scoped RecordsPostgreSQL · bid trackingExplore Search Engine & KanbanReact · TypeScript · InertiaExplore Public Tenders
Select a part of the architecture map to learn about its role.
Official Portals
Automated crawlers ingest Spanish and European tenders directly from public portals. Tender specifications are downloaded from original government repositories.
Ingestion & Analysis Engine
Laravel coordinates synchronization and document processing. Configurable AI providers produce structured summaries with caching and cost tracking.
Company-Scoped Records
Data powers saved search alerts and procurement pipelines. Kanban boards organize tender evaluation and bid preparation per enterprise tenant.
Search Engine & Kanban
The web app lets users filter opportunities, read tender specifications, and drag bids across stages. AI summaries accelerate initial reviews.
How I work
I focus on systems that must reliably perform outside a demo environment: real-time video, large-scale document parsing, and edge device integrations.
At Radimer, I bridge software engineering and infrastructure: GPU-accelerated computer vision pipelines, document ingestion, and self-hosted AI models. I also craft clean web interfaces so teams can operate these systems effectively.
My engineering approach begins with observation and measurement. I instrument processes, pinpoint failure points, and measure the real impact of every change. I live in Mungia, Spain and care about the full software lifecycle—from problem definition to production operations.
Backend & Data
Python · C++ · Go · Laravel · PostgreSQL · Redis · OCR · RAG
Computer Vision
DeepStream · Savant · Triton · YOLO · TensorRT · CUDA
Infrastructure
Linux · Docker · Kubernetes · AWS · Terraform · Prometheus · Grafana
Interfaces & Integration
React · TypeScript · Inertia · React Native · REST · WebRTC
Professional experience
Radimer Seguridad SL
Software Development · Backend, Computer Vision & Data
Valle de Trápaga, Spain
- Development and integration of real-time video pipelines with NVIDIA DeepStream, Triton, and Savant on GPU servers for person and object detection.
- Lead development of an ingestion, OCR, and RAG platform analyzing over five million public procurement records, with PostgreSQL and self-hosted models.
- Linux and Docker infrastructure operation with Prometheus and Grafana instrumentation to detect degradations, measure latency, and track per-stream performance.
Education & training
Multi-platform Application Development (DAM)
—
Centro de Estudios Almi · Bilbao
Cloud Native specialization: AWS, Kubernetes, and infrastructure as code.
Video Games and Virtual Reality with Unity 3D
Lanbide · Bilbao
300 hours of training with Unity and C#.
High School Diploma (Bachillerato)
—
IES Mungia BHI
Languages
- Spanish
- Native
- English
- B2
- Basque
- B2
GitHub activity
Past year · updated on October 20, 2026
4,271contributions
203active days
143on busiest day
Shall we build
the
next thing?
If you're looking for a developer and my work resonates with your engineering team, I'd love to learn about your project.
orueret@gmail.comAlso on LinkedIn @diegoreto7u7Download CV (PDF)