Developed a Breast Cancer Detection model based on Mammograms. Model was built on Keras using transfer learning. CAMs were implemented into the model. The Breast Cancer Model is implemented in the breast cancer awareness drive by an NGO. Reduced workload of doctors by 87%. 96% accuracy with test data.Developed an object detection model for drone shots. Implemented the YOLOv8 to detect 5 classes from a custom dataset. Worked on image generation with stable diffusion models. Prompt engineering with checkpoint model, Loras etc. Training custom Loras. Working to the develop a machine learning-based traffic management system to improve traffic flow and reduce congestion.

Developed a code for a LIDAR system to analyze and visualize 3D data. Formulated a relationship between the (x, y, z) coordinates and the Lidar input data parameters through thorough analysis of the model. Performed clustering and cleaning operations on the processed data to ensure accuracy and reliability. Visualized the final data using the matplotlib library, producing clear and informative 3D plots. Demonstrated proficiency in python coding, excel, geometric modeling, data analysis, and data visualization techniques. Documented the project methodologies, findings, and outcomes to facilitate knowledge sharing and future reference.

Developed a code in Python to control the movement of a 3-link robotic arm, utilizing velocity kinematics principles. Plotted all trajectories and angles against time, providing comprehensive visualizations of the arm's movement patterns. Matplotlib was used for visualization. Conducted thorough error analysis for each plot, identifying any discrepancies or deviations from the desired movements. Documented the project methodologies, findings, and outcomes, facilitating knowledge sharing and future reference.

Internship Analyst at Ultratech Cement | Internship Analyst at Ultratech Cement specializing in providing customized air filtration solutions to clients based on their specific needs.During my internship, my primary responsibility was to allocate suitable air filtration systems to clients. I thoroughly studied and analyzed client requirements, considering various parameters for efficient system allocation.By applying a parameterized scoring approach, I devised a method to evaluate clients and filters, enabling a systematic matching process. This method ensured that each client was paired with the most suitable air filtration system, enhancing overall satisfaction.Key Highlights:Conducted client needs analysis to understand air filtration requirements.Identified relevant parameters for efficient system allocation.Developed a scoring system to evaluate clients and filters effectively.Implemented a streamlined process for matching clients with appropriate systems.Contributed to enhancing customer satisfaction through tailored recommendations.