Publications
Academic and research publications in machine learning and computational biology.
Undergraduate Research Paper
“Unraveling the Genetic Tapestry: Exploring Biomarkers for Autism Spectrum Disorder Detection through Gene Expression Analysis”
Published
August 2024
Venue
Jagannath University — Undergraduate Research
A machine-learning study on early detection of Autism Spectrum Disorder (ASD) in young children using gene-expression biomarkers. Achieved 97% classification accuracy — a 1% improvement over the previous state-of-the-art model.
Key Result
97% Classification Accuracy
+1% improvement over previous state-of-the-art
Methods & Techniques
Machine LearningPredictive ModelingGene Expression Data ProcessingFeature SelectionBiomarker Analysis
Research interests: distributed systems performance, real-time data pipelines, and applied ML for systems observability.