Scott Kikumu Email & Phone Number

Kingston Upon Hull, Gb

Kingston Upon Hull, Gb

Hull, England, United Kingdom

Collaborated with PhD and Master’s students on cutting-edge machine learning research, mentoring them on best practices in AI development and data analysis.Prototyped AI models for client projects, helping secure funding for innovation by demonstrating practical use cases for neural networks and deep learning techniques.Facilitated communication with stakeholders to align AI models with business objectives, ensuring that the delivered solutions addressed both technical and business challenges.

Hull, England, United Kingdom

Designed and implemented machine learning models using Python, PyTorch, and TensorFlow to process and analyze musical data, improving music recommendation systems using reinforcement learning techniques like Soft Actor-Critic and Transformer architecture. Deployed machine learning solutions to production environments using AWS and Docker, ensuring scalability and robustness of models in real-world scenarios.Built robust testing frameworks using Pytest to ensure model stability, reducing manual intervention and enhancing system reliability.Developed and maintained scalable ETL pipelines using AWS infrastructure and SQL to automate the loading, cleaning, and transformation of data from various sources.Created and deployed APIs using FastAPI for seamless interaction between machine learning models and back-end systems, enabling integration of AI features into existing platforms.Applied state-of-the-art algorithms from research papers to optimize models for music generation and data analysis, leading to significant improvements in accuracy and performance.