Kavita
Pune, Pune Division, Maharashtra, India
Experience: 4 years
Open to: Full-Time
Education: Masters
Availability: Within 30 Days
Skills: AWS, Django, Git, NumPy, pandas, PostgreSQL, PowerShell, PySpark, Python, Python3, PyTorch, scikit-learn, Tableau, TensorFlow
Previously worked at: US-based Companies
Assessment Score: 50
- Professional Experience: A Data Scientist with over 3+ years of experience in advanced data analysis, machine learning, and algorithm development, delivering actionable insights to drive business decisions across various sectors. Currently employed at Capgemini Technology Services India Limited as a Data Scientist since November 2021.
- Educational Background: Holds a Master of Science (M.Sc.) in Electronic Science (2013-2015) and a Bachelor of Science (B.Sc.) in Electronic Science (2010-2013) from Pune University, with a solid foundation in electronics and data science.
- Key Skills: Expertise in Python, SQL, machine learning algorithms (Linear Regression, SVMs, Random Forest, etc.), deep learning (ANN, CNN, RNN), NLP techniques, and data visualization tools like PowerBI, Tableau. Skilled in cloud services (AWS) and version control using Git.
- Work Experience in Data Science: Led the development of a customer segmentation engine and recommendation systems at Capgemini, driving a 30% revenue increase and improving conversion rates. Also worked on sentiment analysis for product reviews to assess customer satisfaction.
- Data Analytics & Visualization: In previous roles, contributed to retail analytics and pricing strategy frameworks, developing insightful dashboards using PowerBI and Tableau, and delivering critical pricing analytics that outperformed industry competitors.
- Teaching Experience: Former Assistant Professor at Vishwakarma College of Arts, Commerce, and Science, Pune, where responsibilities included teaching Basic Analog and Digital Electronics to B.Sc. Computer Science students and conducting practical courses from July 2016 to April 2019.