Developed front-end and back-end code for an administrative web app using, Agile methodology, Spring MVC, Hibernate, SonarQube, Object-relational mapping (ORM), Maven, JPA, MariaDB Server and Java.

Immersive Data science curriculum including data analytics, data wrangling, machine learning, Python programming, and data visualization, while regularly collaborating with industry profession senior data scientist. I finished with a final capstone project using Natural Language Processing (NLP) for sentimental analysis.Topics Covered: Cleaning Data, Manipulating Data, Experimental Design, Feature Engineering, Feature Selection, Classification, Regression, Supervised and Unsupervised… Show more Immersive Data science curriculum including data analytics, data wrangling, machine learning, Python programming, and data visualization, while regularly collaborating with industry profession senior data scientist. I finished with a final capstone project using Natural Language Processing (NLP) for sentimental analysis.Topics Covered: Cleaning Data, Manipulating Data, Experimental Design, Feature Engineering, Feature Selection, Classification, Regression, Supervised and Unsupervised Learning, Natural Language Processing (NLP), Clustering, Neural Networks, Tensor Flow and Keras.Final Capstone: sentimental analysis of movie reviewsThe goal of the project was a binary classification of movie reviews to be positive or negative. Test data was scraped using scrapy. The data was cleaned and tokenized using NLTK and SpaCy and vectorized using Word2Vec and Doc2Vec for capturing contextual meaning through word embedding. The model was evaluated by cross-validation and ground truth. I was able to model the classification and predict a review’s sentiment. This was achieved using multi-level perceptron classifier a neural network. https://github.com/ktseringchem/ThinkfulProjects/blob/master/FinalCapstonProject/final_capstone.ipynb Show less

Compile, complete, and formulate consumables for medical devices while meeting the exceptional quality and integrity of the products. Testing and troubleshooting various medical devices and its subcomponents by calibrating, running quality controls and samples.

Instructed students in chemistry concepts and laboratory techniques and help complete experiments. Prepared effective lesson plans for classroom teaching to improve students’ performance. Maintain class students’ attendance records as per the administrative policies of the school. Developed innovative approaches that include technology across the curriculum, experimental learning, literacy, and diversity.

Receive and log samples, maintain chain of custody. Sample preparation for ICP/MS analysis, and employing clean chemistry methods.

Taught 11th and 12th-grade Chemistry as a volunteer.

Studiedhigher order methyl-accepting Chemotaxis protein clustering. Grew stocks of E. Coli, isolated plasmids, verified presence of plasmid. Graded lab reports; ensured thorough and timely completion of reports.