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Gulshan K

@gulshank

Data Scientist Intern at Ai Variant

Bangalore

www.linkedin.com/in/gulshan-k

Ai VariantJyoti Nivas College Autonomous

Self-motivated & data-driven Mathematics undergraduate with experience working as an intern in data science looking for an opportunity in Data Science/Machine Learning. Proficient knowledge and understanding in mathematics. I am committed to continuous learning and professional development and excited to grow and advance my career in the same.

Experience

Data Scientist Intern

Ai Variant

Internship•Invalid Date - Invalid Date

Sentimental Analysis of Hotel Reviews: Designed sentimental analysis using Vader, TextBlob, Affin scores and models including logistic regression and Naive Bayes. Developed an application using Streamlit which predicted whether the review is positive or negative. Book Recommendation System: Generated insights on customer preferences and interests and developed a recommendation system based on user ratings. Utilized collaborative filtering, Sparse matrices, KNN processing techniques to generate personalized recommendations for users. Apple Stock Price Forecasting: Generated insights on market trends and the impact of external factors on stock prices and seasonality. Built various time-series model including ARIMA, SARIMA and LSTM. The model predicted the next 12 months prediction and deployed using Streamlit.

Education

Jyoti Nivas College Autonomous

Bachelor's of Science

Mathematics

Jan 2021•Grade: SGPA: 7

Licenses & Certifications

Data Science Certification

ExcelR solutions

Machine Learning in Python

IBM Developers Skills Network

Skills

Machine Learning
Regression
Classification
Clustering
Recommendation System
Forecasting Models
Python
NumPy
Pandas
Scikit-Learn
Stats models
Matplotlib
Seaborn
TensorFlow
Natural Language Processing
Text Processing
Sentiment Analysis
Deep Learning
Neural Networks
MySQL
Tableau
PySpark