
Emmanuel Bauer
Internship in Real Estate Data Analysis

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About me
ETH MSc Mathematics | ML & Full-Stack Engineer
Education

ETH Zürich
2020 - 2023Master of Science - MS MathematicsActivities and Societies: Student Project House At ETH, I started studying physics but switched to Mathematics to gain a broader skill set. During my Master's degree, I then specialized in Machine Learning and other areas of Data Science. I was most interested by reinforcement learning and transformers for natural language and vision. I also visited probability theory and mathematical finance classes.

ETH Zürich
2018 - 2020Bachelor's degree Mathematics
ETH Zürich
2016 - 2018Bachelor's Physics
Experience

Swiss Finance & Property Group
Jul 2013 - Aug 2013Internship in Real Estate Data AnalysisKey Responsibilities:1. Data Collection and Integration: Efficiently collected and merged data from diverse sources, ensuring a robust foundation for analysis and informed decision-making.2. Floor Plan Analysis and Property Classification: Meticulously segmented floor plans and categorized properties and tenants, maintaining compliance with zoning regulations.3. System Organization: Implemented a novel directory structure to enhance the organization and accessibility of data.4. Database Management: Developed a relational database system for effective management and retrieval of property and tenant information.5. Financial Analysis and Modeling: Utilized Python and Excel to develop comprehensive discounted cash-flow models, offering insights into the financial performance and potential of the property portfolio.6. Comparative Financial Analysis: Conducted thorough comparative analyses of financials across different property and tenant classes, aiding in strategic planning and investment decisions.Duration: July 1, 2013 - August 2, 2013 Show less

BPE Partners
Jul 2016 - Jul 2016Project Engineering InternKey Responsibilities: 1. Site Evaluation: Conducted an analysis of potential solar power plant sites, considering factors such as land suitability and environmental conditions like solar irradiance, to assess the project's viability.2. System Sizing: Determined the appropriate number of solar panels, inverters, mounts, and other components needed to optimize the project's energy generation capacity.3. CapEx Calculations: Modeled capital expenditure requirements, including initial and ongoing costs related to equipment, installation, and infrastructure, to estimate the financial needs of the project.4. Financial Modeling: Developed a financial model, including revenue projections, DCF, break-even and ROI while factoring in the current currency situation. Show less

ETH juniors
Nov 2023 - May 2024Technical Consultant
House of Charts
Feb 2024 - nowCTO & Founder
Licenses & Certifications
- View certificate

Data or Specimens Only Research
CITI ProgramNov 2024
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