Data Analysis Machine Learning

Khushboo Verma

*****************@*****.*** 830-***-**** Rohtak linkedin.com/in/khushboo- verma221 SUMMARY

Dynamic economics graduate with a demonstrated expertise in data analytics and leadership roles. Skilled in employing Python, SQL, and Excel for in-depth data analysis, manipulation, and visualization. Dedicated to utilizing analytical prowess to drive organizational growth and achievement.

TECHNICAL SKILLS

• Tools Python SQL Microsoft Excel Power BI

• ML Techniques Skilled in both supervised and unsupervised learning methods KEY SKILLS

• Feature Engineering ● Data Analysis & Strategy ● Data Manipulation & Cleaning

• Data Visualization &

Reporting

● Economics

● Statistics

EDUCATION

• PGP Certification in Data Science and Engineering Great Lakes Institute of Management

Acquired in-depth knowledge and skills in Machine Learning, Data Visualization, Statistical Analysis, Python, and SQL through rigorous coursework

Gurugram, IN Aug ’22 –Jan’23

• B.A Economics Hons Govt. College For Women, MDU

Completed rigorous coursework in Econometrics, Microeconomics, Macroeconomics, and Statistics. Rohtak, IN Jul ’19 – Jan’22

PROFESSIONAL EXPERIENCE

• Data Executive Company – Buzz Exhibition pvt ltd. New Delhi Aug’23 – May’24

Enhanced decision-making by conducting detailed data analysis, identifying key trends, and providing actionable insights.

Oversaw daily operations of data systems, including data sharing, file management, and data security.

Improved strategic insights by applying advanced data mining techniques to uncover hidden patterns and optimize business strategies

• Trainer Company - MTA Education Remote May’23 – Jul’23

Led an 12-week online course on Machine Learning using Python.

Developed curriculum and delivered interactive, hands-on sessions.

Guided participants in data analysis and using Pandas, Scikit- Learn, Seaborn, Matplotlib, and Numpy. PROJECT

• Case Study to Predict Optimal price of a preowned cars prediction

Utilized Python and ML techniques to predict optimal prices based on car features

Achieved 92% accuracy rate

Conducted comprehensive market research to identify key variables impacting car prices, enhancing the accuracy of the predictive model.

• Telecom churn Prediction

Developed churn prediction system using Python and scikit-learn

Executed comprehensive data preprocessing, exploratory data analysis, and model evaluation

Analyzed customer behavior patterns and key indicators support interactions to enhance model accuracy. CERTIFICATES

• Advance Python – Lal Bahadur Shastri Computer Institute Rohtak, IN Mar’22 – jun’22 ACHIEVEMENTS

• Economics Research Intern International Institute of SDGs & Public Policy Research Oct’21 –Jan’22

Demonstrated high-level expertise in economic research and analysis to influence project outcomes

• Scrum Leader Intern The Entrepreneurship Network Remote, IN Sep’21-Feb’22

Led cross-functional teams in collaborative problem-solving sessions and fostering a culture of innovation

Contact this candidate