Kevin P.

I am an AI Engineer with 4 years of experience in Deep Learning, NLP, and Image Processing. Currently, I am working as a researcher of artificial intelligence at Sepuluh Nopember Institute of Technology and Avalon AI ([login to view URL]). My research is in image generation and image-to-image translation tasks. There are several of my achievements listed below as an Avalon AI member: 1. Built a Fashion Virtual Try-on using Generative Adversarial Networks, leverages image generation technology (2024). 2. Fine-tuned LLaMA-7b model for Personalized Chatbot Systems. We deploy our application on a website using Javascript and Python frameworks (2024). 3. Built workout monitoring system using EfficientNet model implemented on edge devices (2023). 4. Indonesian Speech Recognition System Using Wav2Vec-LM gives 25%-word error rate performance (lower better) (2023). 5. TinyML for Gender and Age Classification Through Voice on Arduino BLE33 Sense Kit Using Deep Neural Network. This system gives significant performance with 85% accuracy on predicting age and 95% accuracy on predicting gender (2023). The key value of this project is to build a tiny machine learning model in an embedded system with the highest performance possible. 6. Sign Language to Speech System Using YOLOv8 and Google Text-to-speech API (2023). 7. Smart Plate Number Recognition Using YOLOv8 Architecture. The provided dataset is plate number images with various characteristics. Our model gives 95.23% accuracy on the test dataset (2023). 8. Built an application for fish disease diagnosis in order to help fishermen to increase productivity of the fish industry. This application leverages deep learning and performs high performance (95% accuracy) (2023). 9. Key contributor to the Indonesian speech-to-text system project by Sepuluh Nopember Institute of Technology. I proposed a novel approach on Transformer for automatic speech recognition tasks whereas this model gives robust performance (2023). 10. Involved in proposal development for OpenAI and OWASP Maryam projects under the Laboratory of Smart City and Cyber Security ITS, focusing on generative AI implementation for intrusion detection (2023). 11. Involved on Self-driving Car with Smart Navigation System Using Reinforcement Learning Algorithm and Convolutional Neural Network Project as an AI engineer, showing knowledge in robotics (2022). My work motto is simple; to give the best quality of every work and satisfy client needs. As a part of Avalon AI team, we assure you to give the best of your projects you gave to us.