Anna Melkonyan Email & Phone Number

Berlin, De

Berlin, De

Berlin, Germany

Berlin, Germany

- Revised and modified existing machine learning (Object Detection and Pose Estimation) pipelines- Optimised real data preparation and initiated synthetic data generation- Advanced and clarified existing Pose Estimation machine learning pipeline- Formulated conversion of machine learning models into a format compatible with Android- Modified, implemented and iterated Pose Estimation machine learning algorithm - Integrated a model into a mobile application in Unity- Analysed and summarised user data with SQL Data Explorer

Nuthetal, Brandenburg, Germany

- Analyzed discrete behavioral and physiological data in R, SPSS and Matlab- Applied statistical data analysis to reject/accept hypotheses and regression analysis with covariates to find most precise models for given data- Wrote code in Matlab to look into skin conductance data and modified existing tasks in Matlab to be compatible with new projects- Conducted literature search, maintained citation database, wrote and submitted scientific paper

Berlin, Germany

- Investigated feature visualization in 2D and 3D MRI brain images- Trained two CNNs on 2D brain scans to classify images with and without artificial lesions- Visualized layers and channels of the 2D CNN models and a 3D CNN model trained on UKBiobank- Created and applied different regularization methods to get clearer interpretation of generated images

Berlin, Germany

- Designed a dynamic graph model and visualised its changes through time- Explored and summarised the dynamics of the system given various initial conditions and interpreted the results in relation to real-world data

Berlin, Germany

- Analyzed perceptions of causal interaction between two models depending on the overlap between the two objects and retinal eccentricity - Evaluated and visualized logistic and polynomial regression analysis

Charlestown, Massachusetts, United States

- Assisted with running MRI scans and created questionnaires for future studies- Managed communications with patients (phone-screening, scheduling study visits, obtaining - physiological data) - Maintained regulatory documentation- Analyzed and presented previously collected data

Boston, Ma

- Assisted with chemistry homework- Helped students prepare for midterms and quizzes

Master'S Degree, Computational Neuroscience

Candidate For Bachelor Of Science, Behavioral Sciences

Activities and Societies: Peer Tutoring

High School, Mathematics