Financial Analyst Machine Learning

Nikeeta Rani

Ó +1-567-***-**** R ***************@*****.*** linkedin.com/in/nrani github.com/Nikeeta-Rani Summary

Experienced Financial Analyst with 3+ years in the financial sector and advanced studies in Business Analytics. Skilled in financial modeling, data analysis, and forecasting to drive data-informed decision-making and optimize financial outcomes. Seeking to apply analytical expertise to support strategic initiatives in a dynamic business environment. Technical Skills & Certifications

Programming Languages: Python, SQL, R, MATLAB

Machine Learning Frameworks and Libraries: Power BI, Tableau, Pandas, NumPy, Matplotlib, Scikit-Learn, Plotly, Spacy, Predictive Modeling, Hypothesis Testing, Regression Analysis, Github, Bloomberg, Excel, Microsoft Office Certification: Microsoft Power BI Certified - 2024 Education

Kent State University, Ohio, USA Jan 2024 – May 2025 Masters of Science in Business Analytics GPA - 4/4 Coursework: Business Analytics, Database Management, Machine Learning, Quantitative Modeling Institute of Business Management(IoBM), Karachi, Pakistan Sep 2017 – May 2021 Bachelors in Business Administration-Finance GPA - 3.46/4 Coursework: Quantitative Business Analysis, Portfolio Management, Financial Derivatives CFA Institute Feb 2021

CFA Level 1 Passed

Experience

Maxwells Pizza Jan 2025 - Present

Data Analyst Intern Ohio, Remote, USA

• Develop financial models and analytical dashboards to enhance report generation and data visualization processes, significantly improving data handling and presentation techniques.

• Conduct comprehensive market and industry research to support strategic planning, providing critical insights that facilitated decision-making for key transactions.

• Design and refine pitch books and client presentations, substantially enhancing the clarity and effectiveness of communications with stakeholders and decision-makers.

VIS Credit Rating Co. Ltd Oct 2023 - Dec 2023

Senior Financial Analyst Karachi, Pakistan

• Streamlined the ratings process for a corporate client portfolio, improving data accessibility and analysis for 30% of clients, established archiving practices, and monitored financial updates and valuations regularly.

• Streamlined the client rating process by gathering key information and leading due diligence, improving data accuracy and compliance, thereby boosting financial assessment reliability.

• Performed detailed financial analyses and sector studies that led to improved market understanding and informed strategic decisions for the organization.

United Bank Limited (UBL) Feb 2022 – Oct 2023

Assistant Manager - Risk and Credit Policy Karachi, Pakistan

• Evaluated and revised credit policies and manuals to ensure compliance with current regulations and market conditions, coordinating with diverse departments to integrate stakeholder feedback.

• Assessed and provided feedback on Product Policy Manuals, and assisted in the evaluation of credit proposals.

• Contributed to developing and back-testing Risk Rating Models across segments (Corporate, Commercial, SME, FI), and prepared quarterly financial reviews for senior management. Optimus Capital Management (Pvt) Limited May 2021 – Nov 2021 Equity Research Analyst Karachi, Pakistan

• Conducted in-depth industry sector analysis and developed financial models for stock valuation, achieving 70% accuracy in market trend predictions.

• Monitored ongoing company and industry developments, including earnings and significant events, ensuring timely updates and refined decision-making models.

• Engaged directly with clients to understand their investment objectives, providing tailored insights and strategic recommen- dations to optimize their portfolios.

Extra Curricular Activities

Graduate Assistant - Business Analytics (Kent State University) Graduate Student Senator - College of Business (Kent State University)

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