Ignacio Martin Salinas Email & Phone Number

Madrid, Es

Madrid, Community Of Madrid, Spain

▪ Delivering innovative AI, Gen AI, Deep Learning and Machine Learning solutions to meet clients' evolving needs. ▪ Leveraging cutting-edge technologies and methodologies, where I design, develop, and implement robust machine learning models and algorithms to solve complex business challenges.

Leganés, Community Of Madrid, Spain

▪ Researching and developing DL models for Anomaly Detection through acoustics.▪ Implementing and accelerating DL models in Edge AI systems.▪ Studying the effect of radiation on Edge AI systems during model inference.

Leganés, Community Of Madrid, Spain

▪ Developed generative and classification DL models for audio tasks such as Acoustic Environments inference and Speech Commands classification.▪ Published and presented the paper “Predicting Room Impulse Responses Through Encoder-DecoderConvolutional Neural Networks” in the IEEE Workshop MLSP (Machine Learning Signal Processing) 2023▪ Implemented state-of-the-art computer vision and speech identification models in Embedded devices such as Jetson Orin Nano through TensorRT inference acceleration, achieving up to 2000% faster inference.

Leganés, Community Of Madrid, Spain

▪ Collaborated as a teacher assistant providing guidance to engineering bachelor students during practicallaboratory sessions in subjects such as Microcontroller programming and FPGA programming.▪ Developed Deep Learning Generative models for Acoustic Environments inference with custom trainingstrategies, including GPU distributed training. Handled and pre-processed database and custom data generators.▪ Published and presented the article “Synthesis of Room Impulse Responses by means of Deep Learning” in the special session “New methods and applications in acoustic signal processing” in Tecniacústica 2022 congress.

Madrid, Community Of Madrid, Spain

▪ Established data communication by Ethernet between industrial sensors and PC using Python. ▪ Programmed logic with the data acquired to measure pallet dimensional properties and load tilt. ▪ Maintained and developed system logic architecture by means of Java and jbpm workflows.

Madrid, Community Of Madrid, Spain

• Delineated architectural plans and performed structural calculation in architectural projects. Usage of software like AutoCAD and Google Sketchup.

Doctor Of Philosophy - Phd, Electrical And Electronics Engineering

Researching on Artificial Intelligence implementation and design on Electronic devices.

Master Of Engineering - Meng, Electronic Systems And Applications

Scholarship holder granted by University Carlos III de Madrid. Relevant coursework include Embedded Systems, Power Electronics.

Bachelor Of Engineering - Be, Industrial Electronics And Automation

Bachelor Of Engineering - Be, Electrical, Electronics And Communications Engineering

Fall semester of international mobility in Seoul, South Korea, taking courses from the Bachelor on Computer Science and Electrical.