Hello, I'm Birva
Aspiring Data Analyst with a passion for turning raw data into actionable insights. Skilled in SQL, Python, Tableau, and Machine Learning, with hands-on experience across real-world analytics projects.
Download CVSkills
Data Analysis
SQL, Python (Pandas, NumPy)
Visualization
Tableau, Matplotlib, Seaborn
Machine Learning
Scikit-learn, XGBoost, AutoML
Tools
Excel, GitHub, Jupyter, ArcGIS
Projects
📊 Data Analysis & Visualization
Employment Insight
Analyzed employment data to uncover patterns, trends, and insights for workforce planning and policy-making.
View Project →NYC Complaints vs Collisions
Explored relationships between 311 complaints and motor vehicle collisions using data analysis and visualization techniques.
View Project →Toronto Road Safety Dashboard
Interactive Tableau dashboard visualizing 1.2M+ collision records (2010–2023) with insights on causes, weather, and driver behavior.
View Dashboard →ArcGIS StoryMap – Study Spots
Interactive StoryMap helping students find ideal study locations using GIS and location analysis.
View StoryMap →🤖 Machine Learning & AI
RLHF with Custom Datasets
Fine-tuned models using reinforcement learning with synthetic human feedback. Explored reward modeling and optimization.
View Notebook →Heart Disease Prediction (TPOT AutoML)
Predicted heart disease using AutoML pipeline optimization with TPOT. Automated feature engineering & hyperparameter tuning.
View Notebook →Qualitative Analysis with Python
Applied NLP, sentiment analysis, and topic modeling (LDA) to analyze open-ended survey responses for insights.
Source Code →