Md Zubair Ahmed

Education

California State University Dominguez Hills Los Angeles, CA

Master of Computer Science
2022 - May 2024

Jawaharlal Nehru Technology University Hyderabad, INDIA

Bachelor Of Technology in Computer Science Engineering
July 2017 - Aug 2021

Projects

CORONAVIRUS GENOMICS (New Case & New Mutation Position Prediction): (CSUDH)

• Implemented advanced machine learning techniques, including LSTM (Long Short-Term Memory) networks and artificial neural networks, to predict quantitative outcomes like incident rates and fatality rates from COVID-19 genomic data. Analyzed genomic data collected from over 10,000 COVID-19 cases spanning multiple cities. Improved prediction accuracy by 20%, enabling better-informed public health responses and interventions.
• Technologies Used: Pandas, NumPy, TensorFlow/Keras, Matplotlib, Seaborn, Scikit-learn
• Tools & Techniques: Machine Learning, Deep Learning, Predictive Analytics, Time-Series Analysis, Bioinformatics, genomic data processing, feature encoding.

STOCK MARKET ANALYSIS USING SUPERVISED MACHINE LEARNING: (JNTUH)

• Developed a predictive model using machine learning algorithms to forecast future stock prices, employing open source libraries such as Pandas and Scikit-learn. This model successfully enhanced prediction accuracy by 20% using time-series analysis compared to traditional models, analyzing over 3-5 years of historical stock data across different stocks. The project significantly reduced forecasting errors, making investment decisions more data-driven and reliable.
• Libraries & Frameworks: Pandas, NumPy, Scikit-learn, Matplotlib.
• Machine Learning Techniques: Regression, Time-Series Analysis, Predictive Modeling.
• Tools & Techniques: Data Preprocessing, Model Selection, Feature Engineering, Statistical Analysis.

FLIGHT BOOKING APPLICATION: (JNTUH)

• Created a project to build an interface between the airline companies and the passengers so that they can book tickets from anywhere in the world. Airline reservation system which uses tkinter to build up a GUI and sqlite database to store the signup information of a passenger. App shows a frame which asks Experience departure and arrival city, and if the customer wants to book he can proceed with the sign-in and sign-up.
• Libraries & Frameworks: Python, Tkinter for GUI development, SQLite for database management.
• Tools & Techniques: GUI Design, Database Integration, Software Development, Data Analysis.