K shiva
@kshiva1
Detail-oriented aspiring Data Scientist skilled in Python and machine learning.
What I'm looking for
I am a passionate aspiring Data Scientist with a strong foundation in Python, data analysis, and machine learning. My journey has been driven by a desire to build models and interpret data to derive actionable insights. I thrive in collaborative environments where I can apply my knowledge to solve real-world problems.
Throughout my academic career, I have engaged in various technical projects, including stock price prediction using LSTM and customer churn prediction in the telecom sector. These experiences have honed my skills in data preprocessing, exploratory data analysis, and model building, utilizing tools such as Pandas, Scikit-learn, and TensorFlow. I am eager to contribute to innovative projects that challenge my abilities and expand my expertise.
Experience
Work history, roles, and key accomplishments
Stock Price Prediction Using LSTM
KG Reddy College of Engineering and Technology
Sep 2020 - Present (4 years 10 months)
Built an LSTM-based neural network to forecast stock prices using historical data. Performed data loading, preprocessing, and normalization using Pandas and MinMaxScaler.
Customer Churn Prediction
KG Reddy College of Engineering and Technology
Sep 2020 - Present (4 years 10 months)
Developed a machine learning model to predict customer churn in telecom sector. Conducted EDA to identify patterns in churn behavior using Seaborn visualizations.
Sales Forecasting with Time Series Analysis
KG Reddy College of Engineering and Technology
Sep 2020 - Present (4 years 10 months)
Built ARIMA and Prophet models to forecast sales trends for a retail dataset. Delivered insights on future demand patterns and seasonality.
Education
Degrees, certifications, and relevant coursework
KG Reddy College of Engineering and Technology
B.Tech, Computer Science and Engineering
Grade: 6.3 CGPA
Completed a Bachelor of Technology in Computer Science and Engineering. Studied core concepts of computer science and engineering, including programming, data structures, and algorithms.
Sri Gayatri Junior College
Intermediate (MPC), MPC
Grade: 8.9 GPA
Completed Intermediate education with a focus on Mathematics, Physics, and Chemistry. Achieved a GPA of 8.9.
Sunshine High School
SSC
Grade: 8.2 GPA
Completed Secondary School Certificate education. Achieved a GPA of 8.2.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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