Rishi Manchi

About Rishi Manchi

I\'m a dedicated Computer Science and Data Science student with a passion for leveraging technology to solve complex problems. As an aspiring engineer, I\'m committed to exploring the frontiers of data science and its applications, with a focus on machine learning, artificial intelligence, and data analytics. I thrive on challenges and am eager to contribute to cutting-edge projects and collaborate with like-minded individuals. Let\'s connect and explore the possibilities of data-driven innovation together!\"

Experience

1. Graduate Assistant

   Suny Polytechnic Institute

   Aug 2025 — Present · US

   Developed an interactive web-based accounting automation system to manage, analyze, and visualizefinancial data using Python, Pandas, Plotly, and Gradio.• Built a loan amortization engine that calculates payment schedules and dynamically visualizes principaland interest components across loan tenure.• Designed an asset depreciation module using the straight-line method, generating depreciation schedulesand tracking asset book values over time.• Implemented a General Ledger framework to store and manage financial transactions, providing real-timeaccount balances and interactive treemap visualizations.• Created a double-entry journal system with automated validation to ensure debit and credit equality,instantly reflecting changes in the ledger.• Developed pivot-based financial analytics to summarize total debits and credits by account, supported byinteractive bar chart visualizations.• Automated common accounting transactions including sales recording, equity issuance, loan financing,and fixed asset purchases through a transaction manager.• Generated trial balances and account summaries to verify financial accuracy and provide a consolidatedview of organizational financial position.• Enhanced usability by designing a user-friendly analytical interface, enabling non-technical users tointeract with complex accounting data efficiently.

Education

• Geethanjali College of Engineering and Technology

  Bachelor of Technology - BTech, Computer Science

• SUNY Polytechnic Institute

  Master's degree, Datascience and analytics