Open-Source Contributions

 chandassu - Python Library   |   700+ downloads

• Published unprecedented comprehensive computational framework for metrical pattern recognition in Telugu Language with benchmarking accuracy of 91.73% on the proposed Chandassu Score. 

• Formulized evaluation metrics: Chandassu Score, N_Aksharaalu Score, N_Paadalu Score, Gana Kramam Score, /yati Score, Prasa Score to quantify the correctness of literary style (poem). 

• Proposed Aksharam Tokenizer to extract character-level tokens, and metric classifier algorithm with 100% precision.

• Curated first-ever annotated, scored large Telugu literature datatest with 4,651 poems. 

 diemsim- Python Library   |   4K+ downloads

• Published Python library to compute "Dimension Insensitive Euclidean Metric (DIEM)", surpassing Cosine similarity for multidimensional comparisons. 

• Optimized latency by 46.50% by leveraging Numpy vectorization.

KitikiPlot - Python Library   |   14K+ downloads

• Published novel plotting technique for visualizing categorical sliding windows including sequential and time-series data. 

• Proved the potential across domains including genomics, electronics, and weather forecasting for data-driven decision-making. 

• Designed AI-powered touchless interface for air-based cursor control through hand gestures replacing traditional cursor. 

• Invented Fluid Kink Ratio Algorithm achieving an accuracy of 96.89% by introducing Hybernating Sliding Window.