email@example.com +91-963******* github.com/katharinbenson linkedin.com/in/katharin-benson Kochi, India Education
APJ Abdul Kalam Technological University - College of Engineering, Adoor Pathanamthitta, Kerala B.Tech. in Electronics and Communication Aug 2015 – July 2019 Kerala State Board – St.Sebastian’s HSS, Palluruthy Ernakulam, Kerala Higher Secondary Education Jun 2013 – Mar 2015
Machine Learning Intern
iDTech Technologies, Ernakulam, Kerala
Jun 2019 – present
Experience with Machine Learning Algorithms like Regression, Classification and Ensemble models.
Implemented different CNN architecture like Convolutions, Pooling, Activation functions to improve accuracy.
Participated in features engineering such as feature creating, feature scaling and One-Hot encoding.
Worked on data cleaning and ensured data quality, consistency, integrity using Pandas, Numpy.
Preprocessed raw data and finish exploratory data analysis using Pandas, seaborn, matplotlib library. Projects
Real Time Emotion Detection:
https://github.com/katharinbenson/Emotion-detection Classifies the emotion on a person's face into one of the 7 categories i.e. angry, disgusted, fearful, happy, neutral, sad and surprised using deep convolutional neural networks.
Lung Disease Prediction:
https://github.com/katharinbenson/lung-disease-prediction The model predicts the chest x-ray images into 2 categories Pneumonia/Normal using Keras transfer learning. Skills
Machine Learning Libraries- Sci-Kit learn, Numpy, Pandas, Matplotlib, Seaborn
Deep Learning Libraries- Keras, Tensorflow
CV Libraries- OpenCV
Languages- Python, C++
Leadership & Volunteering
Treasury and Core-committee member of National Level Techno-Cultural Adventure Fest “AAROH 2k19”.
Volunteer in the National Service Society for the academic year 2015-19.
Self-imposed my services to the flood relief works in Pathanamthitta district under the supervision of District Collector.