Computer vision for heliports
Heliport systems using YOLO object detection, ANPR/LPR and multisite video monitoring.
Applied AI · Computer vision · R&D
Juan Manuel Camara Diaz
AI consultant and developer
I design and build generative AI, voice and computer vision solutions, from prototype to deployment on AWS.
Experience in applied R&D, multimodal systems, 3D reconstruction and technical teaching.
- Generative AI
- Computer vision
- Voice and multimodality
- Barcelona, Catalonia
01 / Selected work
Selected projects
A selection of applied work in AI, computer vision and multimodal systems.
Generative AI, voice and AWS
End-to-end solutions using LLMs, RAG, agents, chatbots, transcription, translation and real-time TTS, from prototype to deployment on AWS.
EcoMate
Mobile app that identifies and classifies household waste and points users to the correct disposal bin. Developed at the Computer Vision Center, it combines computer vision and multimodal AI.
Read about EcoMate at CVC Opens in a new tab3D reconstruction and pose
Applied research into 3D reconstruction with 3D cameras and NeRF, and pose-estimation optimisation using ArUco markers.
02 / Expertise
Areas of work
Technical work across four complementary areas.
Generative AI
LLMs, RAG, agents, chatbots and model fine-tuning.
Computer vision
YOLO, PaddleOCR, object detection, ANPR/LPR, 3D reconstruction and pose estimation.
Voice and multimodality
Transcription, translation, real-time TTS and multimodal integration.
Cloud and systems
AWS, AI solution deployment, IP cameras, RTSP/RTMP and video monitoring with Shinobi.
Dedicated AI infrastructure
NVIDIA DGX Spark. Experimentation, training and fine-tuning of artificial intelligence models.
03 / Open archive
Open archive
Earlier projects published on GitHub, selected and gathered in one place.
LogicSimulator
Logic-gate simulator with diagram saving and loading, minterm calculation and VHDL export.
Team project. Credits: Eric (@eric5512).
Open repository Opens in a new tab
BonAreaIA
Winner of the bonÀrea Prize at HackEPS 2020: real-time refrigerated-shelf gap detection with YOLOv3 and alerts delivered to a mobile app.
Team project. Credits: Pol (@polespinasa) and Dani (@Danny-8).
View the award-winning project on Devpost Opens in a new tab Open repository Opens in a new tab
EASTLabeling
Lightweight tool for labelling images in EAST's training format.
Open repository Opens in a new tab
Pokemon2Digimon
Analysis of VGG16 and AlexNet classifiers, visual features, class maximisation and adversarial attacks.
Open repository Opens in a new tab
The Legend of Juanma
3D maze game with physics, three environments and enemies that plan routes using TSP.
Team project. Credits: Miguel, Luis, Dani, Juan and Christian.
Open repository Opens in a new tab
Jetsy
Assistant robot focused on physical and emotional interaction through voice and video.
Team project. Credits: Dani, Miguel and Christian.
Open repository Opens in a new tab04 / Extra
Take a break and play
Two web games you can try directly in your browser.
Daily word game
Promly.io
Guess the daily word by asking yes-or-no questions. The AI answers; you connect the clues. Requires a Google account.
Play Promly Opens in a new tab
3×3 chess puzzle
MiniChess
Recreate the board by moving pieces as in chess. Includes daily, endless and online multiplayer modes. Requires a Google account.
Play MiniChess Opens in a new tab05 / Profile
Applied AI, from research to deployment.
Developer and consultant specialising in artificial intelligence and computer vision, with experience in R&D, end-to-end solutions, teaching and clear technical communication. I work with generative AI, multimodal systems and AWS deployments.
- Based in
- Barcelona, Catalonia
- Languages
- Spanish: native · Catalan: advanced, spoken and written
- Approach
- Applied R&D · End-to-end delivery · Technical communication · Teaching
- Licence
- Category B driving licence
Experience
Applied research, independent development, software and technical teaching.
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Computational Tools Coordinator
Universitat de Barcelona · Master's in AI Applied to Financial Markets
Academic and operational planning, content updates, practical activities and student-progress monitoring in collaboration with the teaching team.
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Independent AI and computer vision consultant and developer
Self-employed
Design and implementation of generative AI, voice and computer vision solutions, from prototype to AWS deployment.
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Vocational education lecturer
Grup Escolar Roca
Technical teaching with a practical approach and content structured for understanding and application.
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Computer vision researcher and developer
Computer Vision Center
Development of EcoMate and applied research into 3D reconstruction with 3D cameras, NeRF and ArUco markers.
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Software developer
Setting Consultoría en Tecnologías de la Información
Development of scalable Java 8 ERP applications with JSF and PrimeFaces, WildFly deployments, and unit and integration testing.
Education
- Bachelor's degree in Computer EngineeringUniversitat Autònoma de Barcelona
- Higher Technician in Multi-platform Applications DevelopmentCentre d'Estudis Roca
- Technician in Microcomputer Systems and NetworksCentre d'Estudis Roca
Contact
Let's talk technology.
For proposals, collaborations or technical conversations, reach me by email or LinkedIn.