Aditi Mehta
Austin
Summary
Experienced Data Scientist with a Master's degree in Data Science/ML. Over 2+ years of proven expertise in designing and implementing machine learning models. Proficient in Python, SQL, and R. Excited to apply advanced quantitative skills to contribute to team success.
Overview
4
4
years of professional experience
Work History
Data Scientist
Cloudflare, Inc
11.2021 - Current
- Architected and developed a Revenue Forecasting Streamlit Dashboard, which successfully analyzed the effects of both external and internal business features on revenue
- Leveraging the Prophet library, implemented predictive models that accurately forecasted quarterly revenue fluctuations.
Data Engineer
New York department of Environmental Conservation
01.2020 - 06.2020
- Vanguard a research project to extract data, identify gaps, ensure data accuracy and integrity in data modeling
- Evaluated the data, improved productivity by 40%.
Education
Master of Science (MS) in Data Science, Data mining, machine learning, advanced statistics, optimization techniques, topological data analysis, Business intelligence, Predictive modeling, Databases -
University At Albany-State University of New York
05.2021
Bachelor of Electronics and communication -
Shri Ramdeobaba College of Engineering and Management
05.2018
Skills
- Docker, Kafka, Kan-ban, JIRA, Agile, Scrum, Confluence wiki, Jenkins, GitHub, Jupyter Notebook, Kubernetes, VScode, Jira, Bitbucket, Tableau, Power BI, PyCharm, Sreamlit
- Least squares, Hypothesis Testing, A/B Testing, confidence intervals, t-test, ANOVA
- Python, R, SAS, Java, PySpark
- Machine Learning, Deep Learning, Statistical Analysis, Predictive Modelling, LLMS, Software Engineering
- BigQuery, MySQL, MongoDB, Microsoft SQL Server, Oracle, Postgres, Snowflake
- Regression, CNN, RNN, Clustering, Classification, NLP (N-gram, genism, nltk, spacy)
- NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn, Keras, TensorFlow, SciPy, Apache Air Flow
Timeline
Data Scientist
Cloudflare, Inc
11.2021 - Current
Data Engineer
New York department of Environmental Conservation
01.2020 - 06.2020
Master of Science (MS) in Data Science, Data mining, machine learning, advanced statistics, optimization techniques, topological data analysis, Business intelligence, Predictive modeling, Databases -
University At Albany-State University of New York
Bachelor of Electronics and communication -
Shri Ramdeobaba College of Engineering and Management