Srinivas Saikam

Results-driven Data Scientist with a strong foundation in machine learning, data analysis, and statistical modeling. Leveraging 5+ years of experience as a Full Stack Developer to build data-driven solutions that optimize business performance. Adept at handling large datasets, deriving actionable insights, and developing predictive models. Passionate about solving complex business problems using data science methodologies.

• Data Science and Machine Learning Certification – IIITB
• IBM Artificial Intelligence

• Customer Churn Prediction, Developed a machine learning model to predict customer churn for a subscription-based business., Utilized logistic regression, random forests, and XGBoost to achieve 85% accuracy., Performed exploratory data analysis (EDA) and feature engineering to improve model performance., Created an interactive dashboard using Tableau to visualize customer trends and insights.
• Time Series Sales Forecasting, Built a sales forecasting model using ARIMA, Prophet, and LSTM to predict future sales trends., Applied statistical techniques for seasonality, trend analysis, and anomaly detection., Integrated the forecasting model with a business intelligence tool for real-time monitoring., Provided actionable insights that helped optimize inventory and marketing strategies.

• Developed an NLP-based chatbot for customer service automation.
• Built a recommendation system for an e-commerce platform using collaborative filtering.
• Contributed to open-source data science projects and published blog posts on data analysis techniques.