Hi Muhammad, Welcome! A few suggestions based on your interests:
Since you mention Python, TensorFlow, and data processing, you might look at: - Apache Airflow (workflow orchestration, Python-native) - https://github.com/apache/airflow - Apache Beam (data processing pipelines) - https://github.com/apache/beam - Apache Spark (large-scale data, has Python APIs) - https://github.com/apache/spark You can browse all Apache projects filtered by language here: https://projects.apache.org/projects.html?language#Python https://projects.apache.org/projects.html?language#Java For getting started as a contributor, we have docs here: https://community.apache.org/newcomers/gettingStarted.html The general pattern is: find a project that interests you, subscribe to its dev@ mailing list, look for issues tagged "good first issue" on their issue tracker, and introduce yourself there. Each project has its own community and contribution process -- this list (dev@community) is for ComDev meta-discussion, not where project-level contribution happens. Good luck, and let us know if you have questions about finding the right fit. -- Rich Bowen [email protected] > On Aug 21, 2026, at 4:57 AM, Muhammad Osama <[email protected]> wrote: > > Dear Apache Software Foundation Community Team, > > I am reaching out to ask how I could contribute to Apache Software > Foundation Community as a remote volunteer or open-source contributor. > Your work in java, web, data and project communities is closely > connected with both my technical interests and my desire to use > technology for practical social impact. > > I am a final-semester Computer Science student at COMSATS University > Islamabad, Abbottabad Campus. My final-year project, HIFAZAT, combines > ESP32 sensor data, Firebase, machine-learning models and a Flutter > application to assess the safety of water, milk and cooking oil. This > work has given me practical experience with Python, TensorFlow, NumPy, > Pandas, APIs and data processing. > > Alongside my technical work, I served as a university ambassador with > The Project Suicide mental-health awareness initiative, supporting > awareness activities for students. I have also led student teams, > coordinated volunteers and helped organize a university event > involving around 200 participants. These experiences taught me to > communicate responsibly, follow through on commitments and work with > people from different backgrounds. > > I am based in Pakistan and can contribute remotely. I have attached my > resume for context. If there is a project, issue, working group or > newcomer pathway where my skills would be useful, I would appreciate > your guidance on the best place to begin. > > Thank you for your time. I would genuinely appreciate any direction > you can provide. > > Best regards, > Muhammad Osama > LinkedIn: https://www.linkedin.com/in/mosama07/ > GitHub: https://github.com/MuhammadOsama03 > Phone: +92 312 0196592 > > > --------------------------------------------------------------------- > To unsubscribe, e-mail: [email protected] > For additional commands, e-mail: [email protected] --------------------------------------------------------------------- To unsubscribe, e-mail: [email protected] For additional commands, e-mail: [email protected]
