Harleen Kaur Pama

Aspiring Data Scientist | Machine Learning Engineer
Bhopal, IN.

About

Highly analytical and results-driven B.Tech student in Computer Science Engineering with a strong foundation in machine learning, data analytics, and data engineering. Proven ability to develop and deploy ML models, construct end-to-end data pipelines, and derive actionable insights from complex datasets, as demonstrated through projects achieving up to 85% accuracy in predictive modeling. Eager to leverage expertise in Python, SQL, and various data science libraries to contribute to innovative data-driven solutions in a challenging professional environment.

Education

VIT Bhopal University
Bhopal, Madhya Pradesh, India

B.Tech

Computer Science Engineering

Grade: CGPA: 8.59

Sri Sankara Vidyalaya
Bhopal, Madhya Pradesh, India

CBSE (XIIth)

Science

Grade: 81.4%

Awards

Runner-Up, Mozilla Firefox Expedition - Advitya 2024

Awarded By

Advitya Technical Festival

Secured 2nd place in a competitive technical festival, demonstrating exceptional problem-solving and technical skills.

Certificates

Generative AI

Issued By

IBM

Marketing Analytics

Issued By

NPTEL, IIT Roorkee

Cloud Computing

Issued By

NPTEL, IIT MADRAS

The Bits & Bytes of Computer Networking

Issued By

Coursera

Skills

Programming Languages

Python, C++, SQL.

Data Analytics & Visualization

Pandas, NumPy, Matplotlib, Seaborn, MS Excel, Power BI.

Data Engineering

Apache Airflow, ETL Pipelines, APIs, Web Scraping (Selenium, Beautiful Soup), Data Pipelines.

Machine Learning

Scikit-learn, Regression Models, Classification Models, Predictive Modeling, Feature Engineering.

Tools & Frameworks

Streamlit, Geo-Pandas.

Projects

Road Accident Hotspot Detection & Severity Prediction

Summary

Led an individual project to develop and deploy a comprehensive system for real-time accident hotspot detection and severity prediction, leveraging advanced data engineering and machine learning techniques.

Customer Analytics & Data Preparation (Virtual Internship)

Summary

Executed a virtual internship focused on customer analytics, transforming raw transaction data into actionable insights for marketing strategy optimization.

Telecom Churn Prediction

Summary

Designed and implemented a machine learning model to predict customer churn for a telecom company, focusing on data-driven insights to retain at-risk customers.