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Vanshika User

@vanshikauser

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B.E. graduate in AI and Data Science with machine learning expertise.

India

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What I'm looking for

I am looking for opportunities that foster growth, innovation, and collaboration in data-driven environments.

I am a B.E. graduate in Artificial Intelligence and Data Science, passionate about leveraging machine learning and data analytics to drive actionable insights. My expertise lies in transforming complex datasets into meaningful information, utilizing tools such as Python, Scikit-learn, and Pandas. I have successfully engineered a predictive maintenance system that integrates IoT technology, significantly reducing operational downtime by 25% in smart manufacturing environments.

Throughout my academic journey, I have developed various projects, including a heart disease detection model that achieved an impressive 90.16% accuracy by employing ensemble methods. My ability to present actionable insights to stakeholders has improved clinical decision-making processes. Additionally, I designed a movie recommendation system that enhanced user engagement by 15%, showcasing my skills in data visualization and user personalization.

Experience

Work history, roles, and key accomplishments

Data Scientist

Personal Project

Jan 2025 - May 2025 (4 months)

Developed an ensemble model integrating Random Forest, Logistic Regression, and Neural Networks, achieving 90.16% accuracy in heart disease prediction. Presented actionable insights to stakeholders, improving clinical decision-making processes.

Random Forest Logistic Regression Neural Networks Machine Learning Data Analytics Python

Machine Learning Engineer

Personal Project

Oct 2024 - Apr 2025 (6 months)

Engineered a machine learning system with IoT-integrated robotic arms to monitor equipment health and predict failures in real time using Python and Scikit-learn. Reduced operational downtime by 25% and enhanced efficiency in smart manufacturing environments.

Python scikit learn IoT Machine Learning Data Science

Data Analyst

Personal Project

Nov 2024 - Feb 2025 (3 months)

Designed a recommendation engine using collaborative and content-based filtering with Python and Pandas, improving user engagement by 15%. Optimized model performance with Scikit-learn and visualized user trends using Matplotlib for enhanced personalization.

Python Pandas scikit learn Matplotlib Recommendation Systems Data Visualization Collaborative Filtering

Education

Degrees, certifications, and relevant coursework

New Horizon Institute of Technology and Management

Bachelor of Engineering (B.E.), Artificial Intelligence & Data Science

Graduated with a Bachelor of Engineering in Artificial Intelligence and Data Science. Gained expertise in machine learning, data analytics, and data visualization using Python, Scikit-learn, Pandas, and Matplotlib. Skilled in transforming complex datasets into actionable insights, with strong leadership and communication skills demonstrated through cross-functional team coordination.

Bhavans College

HSC

Completed Higher Secondary Certificate (HSC) at Bhavans College, Mumbai.

St. Pauls School

SSC

Activities and societies: Joint Cultural Secretary: Orchestrated cultural festivals for 500+ attendees, managing budgets and logistics,boosting participation by 20%.

Completed Secondary School Certificate (SSC) at St. Pauls School, Mumbai. Served as Joint Cultural Secretary, orchestrating cultural festivals for over 500 attendees and managing budgets and logistics, which boosted participation by 20%.