Crash Course on Python
A non-credited python course by google to brush up my basics.
Hi there, I am Joel Konuparamban
A tech enthusiast and a problem solver from San Francisco. I'm a MS candidate, specializing in Computer Science. My areas of interest include Software Development, Big Data, Machine Learning, Deep Learning. Having done a number of projects during my undergrad, I'm well versed with the basics of these fields. I have my strengths at logical reasoning, solving quantitative problems, and general problem solving.
Latest works
View allA glimpse of my works done during my under graduation from India!
Semantic Segmentation for complete scene understanding
Developing a semantic segmentation model to classify each pixel among the everyday traffic scene objects. Exploring advanced CNN algorithms: Xception, Inception-v4, ResNeXt-50, U-Net.
ACL Tear Detection by analyzing MRI Scans
Led a team of 3 to design and implement a Deep Learning architecture to analyze digital knee MRI scans and predict if there is an ACL tear. Achieved an accuracy of 90.8% on test dataset.
Handwriting Recognition
Designed a CNN model to recognize handwritten text and convert it into a .pdf, .txt file. Achieved 90% accuracy on train dataset.
Skills
View allLanguages: Python, C++, Java, C, SQL, Javascript
Databases: MySQL, PostgreSQL, MongoDB, Neo4j
Libraries/Frameworks: TensorFlow, Keras, Scikit-learn, Hadoop, PySpark, Django, Flask,, NLTK, OpenCV, Pydicom, Matplotlib, Seaborn, Numpy, Pandas, BeautifulSoup, Rake, jQuery
Cloud Technologies: GCP, AWS, Heroku
Certifications
View allHaving a profound interest in developing solutions to real world problems and using Machine Learning in every possible manner, these courses helped me set my base strong.
Big Data Specialization
Completing 5 courses and a capstone project, this specialization helped me enter the world of big data, and made me realize the insights, big data can provide to any industry.
Deep Learning Specialization
A deep learning specialization by Andrew Ng which required the completion of 5 courses with hands-on exercises. How interesting is that!