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Pralhad Kulkarni's Projects

automated-social-media-data-analytics-pipeline-with-airflow-and-aws icon automated-social-media-data-analytics-pipeline-with-airflow-and-aws

Implemented an automated social media data analytics pipeline, utilizing Reddit API, Apache Airflow and AWS services, including AWS Glue and AWS Redshift. Elevated the project's impact by automating storage in an S3 bucket and enabling real-time analytics on Amazon Redshift, thereby enhancing data-driven decision-making capabilities.

chatbot icon chatbot

Chatbot for college admission process enquiry

gdrivesync icon gdrivesync

Android app to import and export files to Google Drive

interactive-tableau-dashboard-for-comprehensive-house-sales-analysis icon interactive-tableau-dashboard-for-comprehensive-house-sales-analysis

Developed an interactive Tableau dashboard with a calendar filter, offering users the flexibility to analyze house sales data by selecting specific date ranges. Visualized insights through line charts, histograms, maps, and heatmaps, while ensuring data accuracy. Prioritized user-centric design for data-driven decision-making.

microsoft-excel-dashboard-strategic-coffee-sales-analysis icon microsoft-excel-dashboard-strategic-coffee-sales-analysis

Optimized data preparation in Excel by employing advanced functions - XLOOKUP, INDEX match, IF conditions, reducing data preparation time by 20%. Conducted thorough data analysis with Pivot Tables, Charts, and visualizations, and crafted a dynamic dashboard for enhanced data-driven decision-making and sales strategy optimization.

real-time-stock-market-data-pipeline-with-apache-kafka-and-aws-integration icon real-time-stock-market-data-pipeline-with-apache-kafka-and-aws-integration

Implemented a real-time stock market data pipeline with Apache Kafka for seamless data streaming. Developed Python scripts as Kafka producers for data acquisition and Kafka consumers for data transformation. Employed AWS S3 for scalable data storage and harnessed Athena for performing SQL queries, while maintaining data integrity.

spotify-data-etl-integration-on-aws-for-seamless-analytics icon spotify-data-etl-integration-on-aws-for-seamless-analytics

The Spotify Data ETL Pipeline skillfully integrates Spotify API, using AWS Lambda for code deployment and CloudWatch triggers for automation. Extracted data seamlessly stored on AWS S3. Incorporating AWS Glue and Athena enables robust data analytics, ensuring efficiency and accessibility. A comprehensive solution for diverse data processing needs.

streamlining-podcast-data-processing-with-apache-airflow icon streamlining-podcast-data-processing-with-apache-airflow

Apache Airflow powered podcast data pipeline autonomously extracts metadata from XML sources, establishing a high-performance SQLite database for efficient data management. Advanced speech recognition via 'vosk' enables seamless audio transcription, enhancing accessibility and data analysis or querying within the database.

time-series-forecasting-of-yahoo-finance-data icon time-series-forecasting-of-yahoo-finance-data

Utilized Yahoo Finance API for gathering extensive data on 50+ stocks, developed a robust data analysis framework in Python with Pandas, NumPy, and Plotly, creating insightful visualizations, and conducted in-depth time series analysis, enhancing data-driven decision-making with valuable financial insights.

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