Simantini Shinde Email & Phone Number

Landshut, Bavaria, Germany

Potsdam Area, Germany

• Conducted data mining, cleaning, and analysis on a 25 GB unstructured Japanese census dataset, while developing an exposure model for 47 regions of Japan, utilized by disaster managers for risk-loss analysis.• Streamlined the existing Pandas-based exposure model by implementing ETL pipelines and transitioning to a SQL-based system; a 95% increase in model run-time efficiency was achieved.• Employed web scraping tools like Selenium and Beautiful Soup in Python to extract 15 GB of relevant data; the automation reduced manual effort and time consumption to less than one minute. • Worked collaboratively in an Agile team environment, utilizing Git for version control. Developed strong self-management and group-working skills, contributing to efficient project execution.

Potsdam, Brandenburg, Germany

• Identified feature correlations and applied multiple machine learning techniques to achieve a 90% accuracy rate in predicting building damage probabilities; results presented to Collaborators in South America, leading to the expansion of the research proposal.• Conducted extensive literature analysis on multi-risk assessment (Floods, Tsunamis, Earthquakes, Ash-Falls, Debri Flows).• Realized my interest and skill for programming in Python and worked with Jupyter Notebooks in deriving patterns between the data collected and literature.• Mapped multi-hazard building schemas to engineering based taxonomic characters to develop exposure uncertainty models used by South American Researchers in assessing multi-hazard risk.• Successfully submitted deliverables on influence of building characteristics of multi-hazard exposure on building damage and economic losses.

Mumbai Area, India

• Designed and delivery end-to-end shoring systems projects all over India.• Due to my analytical skills and quick learning ability shown during the Internship period in the first 2 months, I was hired full time as a Design Engineer.• Applied and improved my analytical skills further, with finding engineering solutions to diverse data and complex site setup; notably reducing average construction time and resource utilization by 20%. • Due to my problem solving personality, I was able to resolve design and on-site conflicts and issues while providing creative and efficient solutions.• Developed the ability to negotiate a good balance between engineering or design capacities, client requirements.• With my interaction to a diverse set of people from Government Offices to Sub-Contractors, developed an ability to understand different viewpoints and tailor messages accordingly.

Data Science Bootcamp, Data Science

Python (Pandas, Numpy, Scikit-learn, Seaborn, Matplotlib, Keras), Machine Learning (Supervised and Unsupervised), Deep Learning (ANN, CNN.

Data Science Challenge, Data Science

• Conducted analysis on electric charger data with Python for Germany sponsored by KfW bank. • Developed strategic solutions to define.

Meees, Earthquake Engineering And Engineering Seismology

• A ERASMUS Mundus Program and recipient of a partial tuition waiver (€9000). • Relevant courses: Probability Analysis, Statistical.

Training Workshop, Disaster Risk Reduction And Heritage Sites

3 day training workshop on Disaster Risk Reduction and Heritage Sites. The workshop gave an overview of the socio-economic impacts.

Master Of Science (Msc), Structural Engineering, 2:1

Activities and Societies: Student RepresentativeReceived Engineering Excellence International Scholarship worth £3000.

Be, Civil Engineering, 60%

Activities and Societies: Hospitality Head 2010-2011, Conducted Anapana Course for teachers of Civil Engineering Department of Datta Meghe.