Sanket T.
Master of Engineering: Information and Electrical Engineering
Experience
Jan 2018 - Dec 2023
6 yearsWismar, Germany
Master of Engineering: Information and Electrical Engineering
Hochschule Wismar
Jan 2014 - Dec 2017
4 yearsVadodara, India
Bachelor of Engineering: Electrical Engineering
Gujarat Technological University
Automated Clipping of Screen Photos Under Perspective Distortion
Personal Project
- Developed a program to autonomously extract, correct perspective, and save pristine presentation slides from photos
- Performed slide extraction, perspective correction, unwanted element removal, and batch processing
- Methodically optimized, rigorously tested, and thoroughly documented to enhance efficiency and user-friendly operation
Hybrid
Brain Tumor Segmentation with Hybrid Attention and Mask R-CNN
Personal Project
- Enhanced brain tumor segmentation by integrating a hybrid attention module with Mask R-CNN
- Improved focus on tumor regions in MRI scans resulting in more accurate and precise segmentation
- Aided better diagnosis and treatment planning
Design of a Shift Register Circuit (74595) Using Autodesk Eagle
Personal Project
- Designed a shift register circuit using the 74595 IC in Autodesk Eagle
- Created a precise schematic and PCB layout to produce an efficient and compact circuit ready for integration into digital electronics projects
Face Mask Detection Using TensorFlow
Personal Project
- Developed a robust face mask detection system using TensorFlow in Python
- Applied a reliable solution for real-time identification of individuals wearing or not wearing masks
- Demonstrated hands-on proficiency in image processing and machine learning
Human Activity Recognition Using Deep Learning
Personal Project
- Utilized deep learning models for human activity recognition showcasing proficiency in time-series data analysis
- Employed advanced neural network architectures to accurately classify and predict human activities based on sensor data
Image Editor with OOP
Personal Project
- Developed a Python-based image editor utilizing Object-Oriented Programming (OOP) principles
- Enabled users to perform basic image processing tasks efficiently
Multiclass Image Classification Using Transfer Learning
Personal Project
- Leveraged expertise in multiclass image classification through advanced transfer learning methodologies
- Implemented pre-trained Convolutional Neural Networks (CNNs) to efficiently extract features and optimize model performance
- Significantly enhanced accuracy across diverse image recognition challenges
Named Entity Recognition with Transformers
Personal Project
- Developed a custom named entity recognition model using Hugging Face Transformers (fine-tuned BERT)
- Extracted medical and financial entities from clinical and insurance documents
Summary
I hold a Master of Engineering in Information and Electrical Engineering and have combined my academic background with personal projects to solve practical challenges in image processing, deep learning, and circuit design. I have developed tools that enhance slide extraction, improve medical image segmentation, and advance multiclass image classification using transfer learning and transformers.
I bring a focus on precision, efficiency, and user-friendly operation, whether designing a shift register circuit or building models for human activity recognition. My work reflects a hands-on approach to applying advanced techniques in both electronics and software across multiple domains.
Languages
English
AdvancedGerman
IntermediateEducation
Oct 2018 - Jun 2023
Hochschule Wismar
Master of Engineering, Information and Electrical Engineering · Information and Electrical Engineering · Wismar, Germany
Oct 2014 - Jun 2017
Gujarat Technological University
Bachelor of Engineering, Electrical Engineering · Electrical Engineering · Vadodara, India
Certifications & licenses
Modern Artificial Intelligence Masterclass for Healthcare
The Complete Prompt Engineering for AI Bootcamp
Python for Computer Vision with OpenCV and Deep Learning
TensorFlow 2.0: Deep Learning and Artificial Intelligence
TensorFlow Developer Certificate Bootcamp
Designing PCB using Autodesk Eagle
IoT Automation with ESP8266: Building Smart Devices
Machine Learning: Modern Computer Vision & Generative AI
Learn to build websites like IMDB with Python3 & Django Class-Based Views
Python Deep Learning-based Face Detection, Recognition, Emotion, Gender, and Age Classification using popular models
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