Abdul Noor Mohammed Email & Phone Number

Hyattsville, Md, Us

Norcross, Georgia, United States

College Park, Maryland, United States

Teaching Assistant to Professor VIncent Nguyen for ENME454.

Washington, District Of Columbia, United States

• Developed an encoder-decoder neural network model for CT scan tumour segmentation, achieving a 0.92 Dice Similarity coefficient and 96% precision with AWS SageMaker, enhancing tumour region identification.• Efficiently deployed the model in a production environment using Docker and Kubernetes, ensuring scalable deployment across hospital networks. Integrated with a RESTful API, the model enabled real-time medical image analysis in patient management systems.• Fine-tuned a Falcon7B large language model on a private patient dataset utilizing Retrieval-Augmented Generation (RAG) and Parameter-efficient fine-tuning (PEFT) technique and deployed it on a Hugging Face server. This enhanced radiologist support, improving patient data labelling and annotation through feedback analysis.

College Park, Maryland, United States

Graduate Teaching Assistant for ENME454: Vehicle Dynamics

Bengaluru, Karnataka, India

• Developed and optimized SQL queries along with stored procedures using Snowflake to enhance data analysis and business reporting.• Constructed and managed a data warehouse and lake using AWS Redshift and AWS Glue, ensuring high data quality and security.• Maintained a membership database, creating and managing Stored Procedures, Functions, Views, Triggers, and complex SQL queries.• Successfully deployed a recommendation engine to production, using A/B testing and chi-squared methods to suggest courses based on user order history, resulting in a 12% increase in course sales.

Al-Khobar, Kingdom Of Saudi Arabia

•Executed ETL processes to load data from various sources, such as Excel, CSV, XML, and JSON files, into the data warehouse.•Integrated data from various sources, such as RDS, DynamoDB, and API endpoints, using AWS Glue and Python scripts.•Implemented a time-series analysis pipeline using advanced statistical and machine learning techniques to forecast petroleum export trends, enhancing decision-making and strategy formulation. Utilized this analysis to create dynamic Tableau dashboards, providing real-time monitoring and predictive insights into petroleum exports.

Master'S Degree, Robotics

Bachelor'S Degree, Mechanical Engineering, A

Activities and Societies: Society Of Automotive Engineers. Orator's Club. Team RoboconGraduated with an overall 9.08 CGPA.

Intermediate/12, Mathematics, Physics And Chemistry, 12