Vivin Jayanth A M

I am an AI & ML engineering student focused on building scalable, production-ready machine learning solutions that deliver business impact. I bring hands-on experience in model evaluation, fine-tuning, and optimization using RLHF techniques to improve model performance.

I've contributed as a freelance AI engineer to improve model outputs by 20% and streamlined data training pipelines by curating structured datasets for scalable development. My academic work includes an AI-driven traffic congestion management system with multi-agent coordination and real-time signal adjustments.

I have practical experience with Python, Scikit-learn, YOLOv8, OpenCV, and cloud platforms (AWS, GCP), and I leverage data visualization and database tools to support end-to-end ML workflows. I have published project findings in a UGC-approved journal and hold certifications from AWS, Google Cloud, IIT Madras, Microsoft, and LinkedIn.

I thrive in collaborative, agile environments, contribute to cross-functional teams, and seek roles where I can drive innovation through applied ML solutions and cloud-native architectures.