Shaikh Irshad Ahmed Portfolio

Computer Engineering Graduate and Aspiring Data Analyst skilled in SQL, Python, Power BI @ShaikhIrshadAhmed Github @Irshad45678

September, 2024

Machine Failure Prediction
Project

Developed an end-to-end machine learning pipeline to predict equipment failures using real-world industrial data. The project involved comprehensive data analysis, preprocessing, model training, and evaluation to identify the most accurate predictive model for preventive maintenance.

August, 2024

Traffic Control using AI
(SUMO)

Developed a reinforcement learning-based traffic control system using SUMO (Simulation of Urban Mobility). Simulated realistic traffic scenarios, optimized traffic flow using machine learning models, and analyzed results using metrics like average wait time, queue length, and cumulative delay. Strengthened skills in Python, AI, and traffic simulation.