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.

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..

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 and.

Bachelor Of Engineering - Be, Biomedical Engineering