Tenzin Tsering Email & Phone Number

Hamburg, Hamburg, Germany

Hamburg Area, Germany

Building Machine Learning pipelines - Implemented Artificial Neural Network & Gradient Boosting Trees for predicting churn rates. Developed a robust classification model with a grid search possibility to find the best algorithm for predicting advertisement responsiveness. Leveraged regression algorithms for predicting salaries.Big Data Management - Processed big data with AWS Lambda and Glue ETL. Moved and transformed massive data streams with Kinesis. Stored big data with S3 and Dynamo DB in a scalable and secure manner. Analyzed big data with Kinesis Analytics, Amazon Elasticsearch Service and Redshift. Constructed full life cycle custom ML models on google cloud platform. Exploited cloud Dataprep and Dataflow for data cleansing and preparation. Utilized Datalab/Colab for building and evaluating models and also tuning hyperparameters. Leveraged managed native container, ML engine to train and deploy models.Built pipelines using Apache Beam and Cloud Dataflow for ETL jobs. Designed big data warehouse using BigQuery.

Germany

Researcher under the supervision of Prof.Dr. Adalbert Wilhelm. Successfully produced master thesis titled "Unstructured text analysis using IBM Watson Cloud Analytics". Unstructured text from human generated documents, web sites, social media are extracted using APIs, and then 4 use cases in areas such as NLU and Personality Insights were developed to analyse general public sentiment towards brands(brand monitoring) namely Apple v/s Samsung. Moreover, Personality characteristics based on Big 5 model were also analysed based on subject's tweets.

Bremen Area, Germany

Completed two projects under the supervision of Prof.Dr.Adalbert Wilhelm. First project include deploying Upper Confidence Bound and Thompson Sampling algorithms to optimize ads click through rate. The algorithms works twice as good as random selection method and A/B test.Second project include deploying K Nearest Neighbour and Hierarchical algorithms to cluster customers based on their income and spending score. Segmented clusters were visualised using Matplotlib.

Bremen Area, Germany

Assisted Dr.Mathias Bode and Dr.Fangning Hu in teaching graduate level courses namely, Probability and random signal processing,Embedded systems, and Data Mining. Work includes grading assignments, exams and providing tutorials.

Bremen Area, Germany

Worked in a software team in developing cross-platform mobile application software that controls low energy bluetooth drones. Work includes coding in QT and Vplay for implementation of designing, engaging in code reviews and project management in version control systems like Git, and finally testing it's performance. Moreover, I really enjoyed the freedom at the same time learnt how to be more self reliant and take responsibilities in a small startup company.

Dresden Area, Germany

Worked on a project namely, “Home automation system ” , strives to control households appliances wirelessly and securely with use of sensors in a Personal Area Network. I gained experience in Embedded Programming and Wireless Network Analysis.

Master Of Science - Ms, Data Science

Bachelor Of Science (B.Sc.), Electrical And Computer Engineering