Abhinav Singh
@abhinavsingh5
Aspiring data analyst with strong skills in statistical modeling.
What I'm looking for
I'm a dedicated student at the University of Virginia, pursuing a major in Applied Statistics with a concentration in Data Science. My academic journey has equipped me with a solid foundation in statistical analysis, programming, and data science methodologies, achieving a GPA of 3.7. I actively participate in extracurricular activities, including Phi Chi Theta and the Sales & Trading Group, which have honed my leadership and teamwork skills.
In my internships, I have gained practical experience in accounting and data analysis. At KNZ Solutions, I reconciled financial data and ensured compliance with U.S. GAAP, while at Vikas Garg CPA Firm, I improved reporting accuracy through data organization. My passion for teaching was evident as a Lead Instructor at Fairfax Collegiate, where I helped students excel in various subjects, including math and public speaking.
My projects reflect my technical expertise, such as developing a K-Nearest Neighbors classifier for movie genre prediction and building a multivariate regression model to analyze disability rates across U.S. states. I am proficient in Python, R, SQL, and various data visualization tools, and I am eager to leverage my skills in a data analyst role.
Experience
Work history, roles, and key accomplishments
Accounting Intern
KNZ Solutions
Jun 2024 - Jul 2024 (1 month)
Assisted in reconciling ROU assets and liabilities under ASC 842, analyzed lease amendments, and developed Excel lease models. Streamlined month-end close processes and ensured compliance with U.S. GAAP revenue recognition principles using ASC 606.
Accounting Intern
Vikas Garg CPA Firm
Dec 2023 - Jan 2024 (1 month)
Utilized Excel functions and pivot tables to organize client financial data, improving reporting accuracy. Collaborated with the tax team to ensure timely tax filing and compliance with regulations.
Lead Instructor
Fairfax Collegiate
Jun 2023 - Aug 2023 (2 months)
Instructed over 50 students in various subjects including SAT prep and math. Designed engaging lessons that led to significant improvements in student test scores.
Project: Movie Genre Prediction
Self-Directed
Mar 2023 - Mar 2023 (0 months)
Developed a k-NN classifier to predict movie genres using a bag-of-words model. Executed a full machine learning pipeline demonstrating proficiency in NLP and Python-based data analysis.
Project: Disability Rate Modeling
Self-Directed
Jan 2023 - Jan 2023 (0 months)
Built a multivariate regression model to evaluate factors affecting U.S. state disability rates. Conducted comprehensive statistical analysis using R, demonstrating skills in regression modeling and feature engineering.
Intern
Loudoun County Commonwealth Attorney's Office
Oct 2021 - Oct 2021 (0 months)
Organized legal documentation for multiple cases and collaborated with attorneys for trial preparation. Drafted legal statements and created outreach materials to boost community awareness.
Education
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Abhinav hasn't added their education
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