RAHAT AFSHAN USMANI User
@rahatafshanusmaniuse
BCA graduate and data science intern, building NLP and predictive ML models with Python to deliver data-driven insights.
What I'm looking for
I’m a BCA graduate with hands-on experience in Data Science and Machine Learning through real-world projects and an industry internship. I’m proficient in Python and data-focused tooling, and I enjoy turning raw data into actionable insights.
In my Data Science Intern role at Unified Mentor Pvt. Ltd., I executed end-to-end projects including data cleaning, exploratory data analysis, and ML model development. I applied Pandas, NumPy, Scikit-learn, and Matplotlib to process and visualize datasets, then built and evaluated predictive models while documenting results for mentors.
My projects reflect my interest in practical AI: I built a Python-based NLP pipeline for sentiment analysis on airline tweets using text preprocessing and ML classification models. I also developed customer segmentation using KMeans with elbow-method cluster selection, and a stock price prediction model using linear regression with RMSE and R² evaluation.
I’m a quick learner passionate about AI and emerging technologies, and I bring strong communication and teamwork to collaborative work. I continuously expand my skills through training and I’m motivated to contribute meaningfully to a data-driven organization.
Experience
Work history, roles, and key accomplishments
Data Science Intern
Unified Mentor Pvt. Ltd.
Apr 2025 - Jun 2025 (2 months)
Executed real-world data science projects including data cleaning, exploratory data analysis, and machine learning model development. Applied Pandas, NumPy, scikit-learn, and Matplotlib to process and visualize datasets, and built/evaluated predictive models while documenting and presenting results.
Education
Degrees, certifications, and relevant coursework
Magadh University
Bachelor of Computer Applications (BCA), Computer Applications
2019 - 2023
Grade: 80.6%
Completed a Bachelor of Computer Applications (BCA) at Magadh University from 2019 to 2023, scoring 80.6%. Coursework included foundations relevant to data science and machine learning.
Tara College
Intermediate (I.Sc.), Science
2017 - 2019
Grade: 78.0%
Completed Intermediate Science (I.Sc.) at Tara College from 2017 to 2019, scoring 78.0%.
Gautam Budh High School
Matriculation (10th), Secondary Education
2016 - 2017
Grade: 71.4%
Completed Matriculation (10th) at Gautam Budh High School from 2016 to 2017, scoring 71.4%.
Availability
Location
Authorized to work in
Job categories
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