Hi, I'm Nurul Gofran
Data Scientist | ML Engineer | Reinforcement Learning Researcher | M.Sc. Data Science (FAU Erlangen)
Building Intelligent Systems with Machine Learning
Data Scientist specializing in Machine Learning, Reinforcement Learning, and Deep Learning innovations
Background
Recent M.Sc. Data Science graduate from FAU Erlangen-Nürnberg specializing in Machine Learning and Reinforcement Learning. Demonstrated expertise in building and evaluating deep RL models for multi-objective optimization. Complemented by 2 years of experience in data analysis and visualization using Python, SQL, and Tableau.
Machine Learning
Data & Tools
Programming
Data Science
Featured Projects
A selection of my recent work in machine learning and data science
RL Controllers for Vapor-Compression Cycle
Master's ThesisDesigned and evaluated state-of-the-art, model-free Reinforcement Learning controllers for complex HVAC-R systems. Validated TD3 agent's superior performance in multi-objective control optimization at Schaeffler Technologies.
SENSATION - Navigation for Visually Impaired
Research ProjectDeveloped the Sidewalk Environment Detection System for Assistive NavigaTION. Utilizing advanced computer vision and machine learning techniques to enhance mobility and independence of visually impaired individuals.
Spotify-RL-RecSys
Personal ProjectImplemented a novel music recommendation system using Deep Q-Networks (DQN). Creates an intelligent agent that learns from user interactions, capturing "musical mood" through reinforcement learning.