Utilized project management skills to coordinate tasks, manage deadlines, and ensure the timely completion of project milestones.Focused on building the drone model: I specialize in developing and implementing drone-based systems for traffic monitoring.Managed project timelines and coordinated tasks to ensure the successful development and integration of the drone system.Image Collection and Processing:Collected images from drones and news sources for dataset… Show more Utilized project management skills to coordinate tasks, manage deadlines, and ensure the timely completion of project milestones.Focused on building the drone model: I specialize in developing and implementing drone-based systems for traffic monitoring.Managed project timelines and coordinated tasks to ensure the successful development and integration of the drone system.Image Collection and Processing:Collected images from drones and news sources for dataset creation.Processed images using the online tool Roboflow to perform transformations and augmentations such as resizing, adding noise, and rotation.Performed data augmentation to enhance the robustness and accuracy of the models.Trained YOLOv8 Model:We trained and fine-tuned the YOLOv8 model using a personally collected dataset with custom classes for various car incidents and emergency vehicles.Trained another YOLOv8 model with the VisionDrone dataset for vehicle detection, tracking, and counting.Combined results from both models to analyze traffic conditions and generate real-time reports on congestion severity and emergency response. Show less

Served as Teaching Assistant in Mathematical Methods for Data Analytics.Guided students in effectively utilizing Python libraries such as NumPy and Pandas, among others, for proficient data processing, analytics, and visualization. This enabled them to apply these skills competently in various scenarios.Provided timely and perceptive evaluations, empowering students to enhance their work and overall development. Actively supported students by resolving coding challenges and addressing… Show more Served as Teaching Assistant in Mathematical Methods for Data Analytics.Guided students in effectively utilizing Python libraries such as NumPy and Pandas, among others, for proficient data processing, analytics, and visualization. This enabled them to apply these skills competently in various scenarios.Provided timely and perceptive evaluations, empowering students to enhance their work and overall development. Actively supported students by resolving coding challenges and addressing queries during weekly office hours, promoting a conducive and encouraging educational atmosphere. Show less

Utilized Yardi Property Management Software to update and organize the database with critical property deeds and housing contract details.Employed Excel to organize and visualize project milestones and progress reporting to the project manager.Assisted in the meticulous update, transition, and correction of information for 200 projects within the Real Property Yardi database.Oversaw the management of critical legal property documents, including easements, lease agreements, grant… Show more Utilized Yardi Property Management Software to update and organize the database with critical property deeds and housing contract details.Employed Excel to organize and visualize project milestones and progress reporting to the project manager.Assisted in the meticulous update, transition, and correction of information for 200 projects within the Real Property Yardi database.Oversaw the management of critical legal property documents, including easements, lease agreements, grant deeds, and appraisals. Show less