Steffy Sara Mathew Email & Phone Number

Thiruvananthapuram, Kerala, India

Japan

-• Investigated multiclass semantic segmentation using machine learning models (Random Forest, XGBoost) with deep learning models (U-Net, VGG 16) as feature extractor• Developed a python machine learning model for multiclass classification of cancer cell mutations• Implemented and modified molecular imaging flowcytometry image analysis algorithm to achieve 6% decrease in false negative output data compared to the existing model• Designed experiments and analyzed data to evaluate system performance metrics including Sensitivity, Specificity, Limit of Detection, and Repeatability to ensure data quality and validity• Applied PSF generation algorithms and compensation techniques to optimize imaging system performance, improving image resolution by 15%.• Demonstrated compliance with ISO 13485 design requirements in the development of medical devices and systems, ensuring adherence to regulatory standards.• Developed and maintained project schedules, leading to a 25% increase in project throughput and on-time delivery of project milestones• Initiated and attended team brainstorming sessions to facilitate new product development• Carried out end development tests for RT-PCR prototypes• Conducted in-depth market study for new product development

Coimbatore, Tamil Nadu, India

-Achieved 100% conversion rate in the sale of ultrasound equipment in 4 months which required technical as well as clinical knowledge in Ultrasound equipment - Provided technical and clinical leadership during sales process by demonstrating full range of Ultrasound products including potential uses, product capabilities and benefits to customers. - Delivered product training to customers on equipment use and monitored the product installations within assigned territory to improve customer satisfaction and maintain customer relationships.

Chennai, Tamil Nadu, India

- Quoted, negotiated and sold Smiths Medical Syringe pumps worth INR 40 lakhs within 5 months - Exercised a dynamic role as a Business Administrator as well

Master Of Technology - Mtech, Biomedical Engineering, Cgpa - 9.28/10

Activities and Societies: Company coordinator | Placement Team - Worked in a team of 43 members responsible for contacting.

Bachelor Of Engineering - Be, Biomedical Engineering