Bandla Venu Madhav
Aspiring Data Scientist | Software Developer
- Bangalore, Karnataka, India
- venumadhav.07.24@gmail.com
- +91 84381-06497
Experienced Software Developer transitioning into Data Science. Skilled in Python, SQL, PowerBI, and Excel for data visualization. Proficient in web app development, database management, and data manipulation. Leveraging analytical skills for Data Science role.
Experience
Software Developer
May 2023 – May 2024
- Debugged and fixed application issues on time to ensure smooth functioning and minimize downtime.
- Utilized database skills to store, retrieve, and update data resulting in improved data management and efficiency.
- Developed features and optimized code to enhance application scalability, eliminating unused code and improving performance.
- Collaborated with co-developer to gain knowledge in API and tools such as Postman API, expanding expertise in API integration and testing.
- Acquired understanding of MVC Architecture and PostgreSQL Database, enabling the implementation of industry best practices for software development.
- Generated exceptional reports for stock checking in the inventory.
Projects
redbus streamlit application

- Python
- Selenium
- Streamlit
- Pandas
- sqlite3
- Developed web scraping scripts using Selenium to efficiently gather data from Redbus, resulting in increased data collection speed by 50%.
- Implemented dynamic filtering features using Streamlit to enhance user experience.
github-link: https://github.com/venumadhav2407/redbus_streamlit_app
- Mention measurable impact or results you helped deliver. Focus on the outcome of tasks. Example: Modified customer service support system to reduce complaints by 10%.
youtube adview prediction ml
- Machine Learning
- pandas
- numpy
- matplotlib
- python
- data visualization
- Implemented label-encoding in order to prepare the data for machine learning models.
- Utilized linear regression, decision tree regression, support vector regression, random forest regression, and neural network algorithms to predict YouTube ad views.
- Overcame the challenge of data quality and pre-processing by replacing incorrect data in columns and converting the "Duration" data from "PT7M29S" format to seconds using a user-defined function.
- Conducted experiments with different algorithms and used cross-validation to select and tune the best model for optimal performance.
- Mention measurable impact or results you helped deliver. Focus on the outcome of tasks. Example: Modified customer service support system to reduce complaints by 10%.
music player using flask
- Python
- flask
- Jinja template
- Developed a music player using Flask to create a user-friendly web application.
- Implemented features to allow users to search and play their favorite songs with ease.
- Designed an intuitive user interface enhancing the overall user experience.
- Integrated a secure login system ensuring user privacy and security.
- Optimized the performance of the music player reducing load times and improving responsiveness.
- Mention measurable impact or results you helped deliver. Focus on the outcome of tasks. Example: Modified customer service support system to reduce complaints by 10%.
counter-app using reactjs
- React
- HTML
- CSS
- Developed a counter app using React.js to provide a simple and intuitive user interface
- Implemented various features to enhance the user experience and increase user engagement
- Ensured the app's responsiveness by utilizing best practices in front-end development
checkout link : https://venumadhav2407.github.io/counter-app/
- Mention measurable impact or results you helped deliver. Focus on the outcome of tasks. Example: Modified customer service support system to reduce complaints by 10%.
webscraper_ui_app
- Python
- BeautifoulSoup
- Custom tk
- Developed a web scraping application using Python, including modules like CustomTkinter and BeautifulSoup, to enable data extraction from various websites.
- Implemented a user-friendly UI that enhances data scraping efficiency and allows users to save the data in different formats such as CSV, Excel, etc.
- Mention measurable impact or results you helped deliver. Focus on the outcome of tasks. Example: Modified customer service support system to reduce complaints by 10%.
web conferences website
- HTML
- CSS
- JavaScript
- Developed a simple website using HTML, CSS, and JavaScript
- Created a platform for online events and conferences, including TED Talks and Entrepreneur presentations
- Designed the website to showcase the events in an organized and user-friendly manner
- Implemented functionality for users to watch the events directly on the website
- Provided a seamless user experience by ensuring smooth navigation and responsive design
- Mention measurable impact or results you helped deliver. Focus on the outcome of tasks. Example: Modified customer service support system to reduce complaints by 10%.