Motivated and enthusiastic analyst with extensive knowledge in data science and analytics. Possessing a master's degree in Agricultural Economics from the University of Hohenheim, Stuttgart, I have gained valuable experience working as a logistics analyst for several years. Seeking to transition into the field of data science and analytics, I proactively pursued additional education in data science. Over the past year, I have been dedicated to learning data science and machine learning on Jovian.ai, where I have successfully completed courses in Python programming, statistics, data analysis and visualization, SQL, Excel, and analytics. Additionally, I have demonstrated my practical skills by completing 16 coding assignments and successfully building three real-world projects from scratch. These projects encompassed web scraping, exploratory data analysis, and machine learning modelling over a one-year period.
SQL
MS Excel
Power BI
Tableau
Machine Learning
Microsoft PowerPoint
Python programming
Exploratory Data Analysis and Visualization of US House Listing Financial Distress Prediction using Machine Learning Bookshop Data Analysis using Excel and Tableau
OCTOBER 2022 — OCTOBER 2023
● Analyzed data for384,000+house listings containing22columns by merging CSVs using Pandas
● Created visualizations (Histogram, bar, violin charts, area map, etc) using Seaborn, Plotly & Matplotlib
● Discovered that the cost of rent was determined by location and population of the states.
OCTOBER 2022 — OCTOBER 2023
● Cleaned & analyzed credit-scoring dataset from Kaggle with150,000rows &12columnsusing Pandas
● Trained Logistics Regression, Random forests, and Gradient-Boosting trees using XGBand LGBM
● Achieved an accuracy of93.86%on the validation dataset, landing in the top18%on Kaggle.
OCTOBER 2022 — OCTOBER 2023
● Worked on Bookshop dataset, categorized number of sales & ratings per book using Pivot table
● Created a Dashboard containing a Pie chart, Horizontal Bar, Geographical Map & Tree map inTableau
● Published the created dashboard with multiple sheets to Tableau Public Online