I actually love cleaning data.What really motivated me to pursue a career in data was something my instructor said during my bootcamp: "The great thing about data science is that it answers positive questions." This resonated deeply with me. In life, we often face challenges and negative questions, but data science has the power to transform those into positive insights.Life is unpredictable, and I find it incredible how data science can take those uncertainties and turn them into something more manageable, even predictable. Since we can’t control everything, why not rely on data to help guide us toward more positive and beneficial outcomes?One of my favorite aspects of data analytics and science is data cleaning. Every time I uncover something new to clean—whether it’s an incorrect value, an outlier, or missing information—I learn so much. I know not everyone enjoys this part, but I genuinely love it!
Freelance
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Data AnalystFreelance Jul 2024 - PresentFestival Company in Florida• Conduct ETL processes and implemented data pipelines to improve data quality, accessibility, and consistency, supporting more informed decision-making.• Develop Python scripts to automate data extraction and reporting analysis, increasing efficiency.•Analyze 5 years of customer data to identify trends, drive strategic decisions, and optimize growth opportunities.• Create an interactive Streamlit dashboard to provide real-time insights, enabling stakeholders to monitor and manage business performance.Orange County Base Startup• Collected 4,000 data points by web scraping using Python's libraries such as Selenium, Scrapy, and BeautifuSoup.
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Data ScientistGreenflash Aug 2024 - Oct 2024•Evaluated Named Entity Recognition (NER), grammar correction, and relevance models, comparing multiple algorithms and machine learning approaches to identify the most effective solutions.•Analyzed and visualized model results, providing data-driven insights into model performance and identifying areas for improvement or further fine-tuning.•Benchmarked multiple models using performance metrics such as accuracy, F1-score, precision, and recall to determine the strengths and weaknesses of each approach across various datasets.•Contributed to the optimization of Greenflash’s NLP capabilities, helping refine and improve model performance for real-time language-based applications.
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Independent Data Analyst$15 Sewer & Drain Service Feb 2024 - Apr 2024• Cleaned and validated 4 years of customer and sales data, improving data quality and addressing data integrity issues to ensure accurate and reliable business insights.• Developed interactive dashboards in Python and Tableau to effectively present key insights and communicate findings to stakeholders.
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Loan Docs ManagerNew Wave Lending Group Dec 2020 - Jan 2023• Verified and managed customer data, ensuring precision and strict compliance with regulatory standards in mortgage loan documentation.• Trained and mentored a team of six, driving improvements in mortgage compliance strategies and boosting operational efficiency by 50%.• Coordinated cross-functionally with multiple departments to optimize and expedite the loan process.• Streamlined workflows by developing detailed procedures and providing regular performance evaluations. -
Loan Docs SpecialistNew Wave Lending Group May 2020 - Dec 2020• Ensured timely and accurate preparation and delivery of loan documents, improving process efficiency by 70%.• Improved customer understanding and satisfaction by providing clear explanations of mortgage compliance and documentation requirements, and resolving issues efficiently. -
Loan Submission AssistantNew Wave Lending Group Dec 2019 - May 2020• Processed 360 pages of customer documents daily to accurately set up an average of 12 loan files and retrieve credit reports, ensuring precision and compliance with regulatory standards.• Provided timely and effective customer support, promptly addressing inquiries and resolving issues to enhance customer satisfaction.
Jane Kim Education Details
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English Language And Literature, General -
Data Science
Frequently Asked Questions about Jane Kim
What company does Jane Kim work for?
Jane Kim works for Freelance
What is Jane Kim's role at the current company?
Jane Kim's current role is Data Analyst | Data Science | Machine Learning | Python | SQL | Tableau.
What schools did Jane Kim attend?
Jane Kim attended Sungshin Women's University, Learningfuze.
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2babsoncapital.com, gmail.com
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3mainstayinvestments.com, wharton.upenn.edu, ft.newyorklife.com
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