Abdul Rauf Nasir
Lahore
Summary
Dynamic data scientist with a proven track record of driving impactful projects across various industries. Proficient in implementing advanced analytics techniques to extract insights from complex datasets, optimize processes, and inform strategic decision-making. Skilled in machine learning, statistical analysis, data visualization, and model development. Strong communicator adept at translating technical concepts into actionable insights for diverse stakeholders. Passionate about cultivating a culture of data-driven decision-making and continuously seeking innovative approaches to solve real-world challenges.
Overview
5
5
years of professional experience
Work History
Data Analyst
Muawin
2023.03 - Current
- Orchestrated the implementation of industry-standard version control protocols and meticulous documentation strategies, resulting in heightened team code reusability and streamlined collaboration processes.
- Spearheaded the development of machine learning-driven credit scoring models aimed at accurately predicting customer creditworthiness, showcasing leadership in complex analytical projects.
- Executed comprehensive data transformation and cleaning procedures, thereby elevating data quality and enhancing its usability for analytical purposes.
- Employed advanced data analysis techniques to identify and address performance bottlenecks within product operations, contributing to efficiency improvements.
- Translated intricate credit scoring methodologies into comprehensible frameworks for organizational stakeholders, facilitating co-founder comprehension of critical processes.
- Cultivated a culture of data-driven decision-making across departments, fostering collaboration with product and marketing teams to implement impactful data-driven initiatives.
Statistical Data Analyst
Freelance
2022.01 - 2023.03
- Directed the implementation of industry-standard version control protocols and meticulous documentation strategies, resulting in heightened team code reusability and optimized collaboration processes.
- Pioneered the development of machine learning-driven credit scoring models, specifically tailored to accurately predict customer creditworthiness, demonstrating adept leadership in navigating complex analytical projects.
- Executed comprehensive data transformation and cleaning procedures, bolstering data quality and enhancing its usability for analytical purposes.
- Utilized advanced data analysis techniques to pinpoint and resolve performance bottlenecks within product operations, driving tangible efficiency improvements.
- Translated intricate credit scoring methodologies into accessible frameworks for organizational stakeholders, facilitating co-founder comprehension of critical processes.
- Cultivated a pervasive culture of data-driven decision-making across departments, fostering seamless collaboration with product and marketing teams to implement high-impact data-driven initiatives.
Senior Officer Credit Risk Rating - Risk Management Group
MCB Bank Limited
2018.10 - 2021.12
- Developed and validated statistically driven risk rating models that improved loan portfolio risk identification by 20%, leading to a 15% reduction in non-performing loans
- Delivered a comprehensive UAT report for the Internal Credit Risk Rating System, leading to successful system launch and increased system utilization by overseas teams
- Directed implementation of version control and documentation, enhancing code reusability and collaboration.
- Pioneered ML-based credit scoring models for precise creditworthiness predictions, showcasing adept leadership.
- Executed data transformation to bolster quality and usability for analysis.
- Utilized advanced data analysis to resolve operational bottlenecks, driving efficiency.
- Translated complex credit scoring methods into accessible frameworks for stakeholders.
- Cultivated data-driven decision-making culture, fostering collaboration for impactful initiatives.
Education
BSc (Honors) Economics & Mathematics, Real Analysis, Numerical Analysis, Advanced Statistical Analysis, Econometrics, Time Series Econometrics, Advanced Game Theory, Economics of Investment & Finance, Operations Research, Algebra -
Lahore University of Management Sciences
Skills
- Python
- SQL
- C++
- MATLAB
- MySQL
- Jupyter Notebook
- Power BI
- SPSS
- Github
- Notion
- Asana
- Scikit-learn
- Seaborn
- Matplotlib
- NumPy
- Pandas
- Statsmodels
- DAX
Research And Projects
- Credit Scoring Model, Conducted research and developed ML driven credit scoring models using tree-based algorithms and ensemble techniques to identify key features and predict customer credibility using traditional data sources.
- Probability of Default Estimations Model, Developed a PD Estimations Model based on 5-year data of 33000 consumers and documented the final model in compliance with the requirements set by the Central Bank and IFRS9 for Internal Credit Risk Rating.
- Advanced Statistical Analysis, Analyzed the significance of different risk factors associated with low infant birth weight using the data collected at Bay State Medical Center, Spring Field, Massachusetts, for females. Results indicated hypertension, history of premature labor, uterine irritability, and smoking to be significant risk factors.
- Poverty and Income Distribution, Hypothesized a positive relationship between education inequality across districts of Pakistan and poverty, subsequently using statistical analysis to test the hypothesis. Results established a strong positive relationship.
- Computational Problem Solving (C++), Devised a source code for an online store that takes supplies from different suppliers, shows the items available for buying to the buyers, and generates the invoice at the end.
- Economics of Investment and Finance, Constructed Market Portfolio based on RoR for 6 securities over the past 25 years, validated Capital Asset Pricing Model using First Pass and Second Pass Regression and plotted the Efficient Portfolio Frontier.
Affiliations
- Football, Table Tennis, Squash, Travelling, Mathematics, Chess
Timeline
Data Analyst
Muawin
2023.03 - Current
Statistical Data Analyst
Freelance
2022.01 - 2023.03
Senior Officer Credit Risk Rating - Risk Management Group
MCB Bank Limited
2018.10 - 2021.12
BSc (Honors) Economics & Mathematics, Real Analysis, Numerical Analysis, Advanced Statistical Analysis, Econometrics, Time Series Econometrics, Advanced Game Theory, Economics of Investment & Finance, Operations Research, Algebra -
Lahore University of Management Sciences
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