Sathish Vanga Data Analyst, Data Enginer, Data Scientist, Python
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As an experienced Data Science professional, I bring a rich blend of practical skills and theoretical knowledge to the table. I have taught part-time at a UG college offline and have mentored more than 30 people online. I specialize in teaching statistics for data science and AI, and have hands-on experience with real-world problems, having completed numerous assignments and projects.
Skills and Expertise:
Programming: Proficient in Python with extensive use of libraries such as Numpy, Pandas, Matplotlib, Seaborn, BeautifulSoup, Flask, and Streamlit.
Database Management: Skilled in MySQL, including stored procedures, triggers, CTEs, views, and indexes.
Statistics: Strong foundation in descriptive and inferential statistics, probability, and hypothesis testing.
Machine Learning: Experienced in model selection, evaluation, feature engineering, data preprocessing, hyperparameter tuning, and deployment.
Deep Learning: Proficient with TensorFlow, Keras, and Scikit-Learn, and knowledgeable in CNNs, RNNs, LSTMs, and GANs.
Notable Projects:
Fruits and Vegetables Image Recognition using CNN:

Developed a CNN model using TensorFlow/Keras for image recognition with high accuracy.
Implemented data augmentation and hyperparameter tuning for enhanced model robustness.
Deployed the model for real-time image classification.
Customer Churn Prediction using Machine Learning:

Achieved an 80.9% accuracy in predicting customer churn.
Managed data preparation and model evaluation, recommending the SGD Classifier for optimal performance.
Deployed a Streamlit app for real-time churn predictions.
Exploratory Data Analysis on NIFTY-50 Stock Market:

Conducted EDA on stock market data from 2000 to 2023.
Utilized BeautifulSoup for data scraping and various visualization techniques for data presentation.
Provided actionable insights to inform investment strategies.
IPL Data Analysis using SQL:

Extracted and analyzed IPL data to identify top players and team performances.
Developed SQL scripts for quick data analysis and collaborated on dashboard creation

Subjects

  • SQL Intermediate-Expert

  • Data Science Intermediate

  • Data Analysis in R/Python Expert

  • Python 3 Intermediate

  • Machine Learning Model deployment using flask and streamlit Expert

Experience

  • Data Science Intern (Feb, 2023–Jun, 2023) at Innomatics research labs hyderabad

Education

  • MCA (Aug, 2023–now) from Osmania University, Hyderabad
  • BSC-Data Science (Jun, 2020–May, 2023) from Satavahana university KARIMNAGAR,India

Fee details

    ₹500–3,000/hour (US$5.85–35.09/hour)

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