Publications

Artificial Neural Networks in Detection of Breast Cancer

2nd Virtual National Conference on Mathematical Modelling and Computation · 2021

Presented research on applying Artificial Neural Networks for breast cancer detection, exploring model architectures and classification performance on medical imaging data.

Context Discipline and Performance Correlation: Analyzing LLM Performance and Quality Degradation Under Varying Context Lengths

Co-author · 2025

Co-authored a study analyzing how varying context lengths impact LLM performance and output quality degradation, providing insights into optimal context window utilization for production deployments.

Recognition

Spot Award — Optisol Business Solutions

2025

Recognized for outstanding technical contributions, innovative solution development, and successful delivery of critical AI/ML projects.

Spot Award — Optisol Business Solutions

2026

Recognized for exemplary professionalism, effective client engagement, stakeholder collaboration, and consistently high performance during the internship.