Samreen Naqvi

About

Highly analytical and results-driven Integrated M.Sc. candidate in Computational Statistics and Data Analytics, poised to leverage expertise in Python, R, and advanced ML/AI tools to drive data-driven decision-making. Proven ability to develop robust analytical pipelines, build predictive models (achieving up to 95% accuracy), and extract actionable insights from complex datasets, as demonstrated through impactful projects and an analytics internship. Eager to apply strong statistical foundations and practical data science skills to solve challenging problems and contribute to innovative solutions in a dynamic environment.

Work Experience

Founder's Office Associate - Analytics Intern

Rainbow Money Pvt Ltd

Apr 2025 - Jul 2025

Remote, N/A, IN

As an Analytics Intern, developed and automated robust portfolio analytics pipelines, designed advanced evaluation logic, and engineered reusable modules to generate critical financial insights.

Automated portfolio analytics pipelines using Python, generating critical insights from mutual fund data, including eCAS, NAV history, and holdings.
Developed advanced logic for FIFO-based invested value, fund-wise XIRR/CAGR, asset allocation, and market cap splits, enhancing portfolio evaluation accuracy.
Engineered reusable modules to efficiently compute equity sector exposure, risk-return summaries, and performance attribution metrics.
Collaborated cross-functionally to reconcile data with industry benchmark tools, ensuring analytical parity with platforms such as Value Research and BeyondIRR.

Education

Computational Statistics and Data Analytics

Vellore Institute of Technology

CGPA: 8.55

Sep 2020 - May 2025

Vellore, Tamil Nadu, IN

Science

Carmel Convent Senior Secondary School

82.4%

Apr 2019 - Mar 2020

Bhopal, Madhya Pradesh, IN

General Studies

Carmel Convent Senior Secondary School

75.6%

Apr 2017 - Mar 2018

Bhopal, Madhya Pradesh, IN

Volunteer

Member of Team Events

Computer Society of India CSI- VIT

Sep 2022 - Jun 2024

Vellore, Tamil Nadu, IN

Actively contributed to the Computer Society of India CSI-VIT, organizing and coordinating technical events and workshops to foster student engagement in technology and data science.

Coordinated flagship events 'TechStorm' and 'CodeConnect' with over 250 participants, significantly boosting engagement in coding and software development.
Orchestrated 'CodeX', a 36-hour hackathon involving 180+ participants, focusing on Python, data analytics, and web development.
Delivered workshops on Machine Learning, data visualization, and programming basics, benefiting over 100 students.
Facilitated guest lectures and industry sessions, enhancing academic learning with practical, real-world insights.

Certificates

Executive Post Graduate Certification in Data Science and AI

iHUB Sampark, IIT Roorkee

Projects

Early Disease Detection

Jul 2023 - Sep 2023

Developed a logistic regression model in Python to assess diabetes risk using clinical and demographic data from Kaggle.

Churn Prediction In Telecommunication

Apr 2023 - Jun 2023

Built a logistic regression model for customer churn prediction, incorporating comprehensive preprocessing and handling class imbalance.

Books Recommendation System

Jan 2023 - Mar 2023

Developed a collaborative filtering-based book recommender system using clustering techniques.

Skills

Programming Languages

Python
R
SQL
C++
Java
HTML
CSS

Data Science & Machine Learning

Machine Learning
Deep Learning
Statistical Modeling
Predictive Modeling
Data Analysis
Collaborative Filtering
Logistic Regression
Oversampling
Feature Engineering
Model Evaluation
Data Preprocessing
Data Quality
Performance Attribution

Frameworks & Libraries

Pandas
Numpy
Pytorch
Scikit-learn
TensorFlow
SciPy
Seaborn
Matplotlib

Tools & Platforms

Git
Jupyter Notebook
Microsoft Excel
Canva
SPSS
Power BI

Analytical & Business Skills