Sinchana S

Computer Science Engineer

AI · Machine Learning · Intelligent Systems · Computational Modelling

Hi, I'm Sinchana.

I am a Computer Science engineer interested in artificial intelligence, machine learning, intelligent systems, computational modelling, and applied research.

My work spans multilingual speech recognition, image super-resolution, real-time fraud detection, cardiovascular simulation, blockchain systems, and data-driven engineering.

This website presents my research, selected technical projects, publications, open-source work, and professional experience.

Research Interests
  • Machine Learning and Generative AI
  • Multilingual and Low-Resource NLP
  • Scientific Computing
  • Financial Technology
  • Computational Cardiovascular Modelling
  • MLOps and Open-Source Engineering

Research and Technical Experience

Research Project - Left-Ventricle Hemodynamics
2025–2026
Computational fluid-dynamics modelling of ventricular blood flow using ANSYS Fluent and SolidWorks.
Machine Learning Research - Multilingual Speech Recognition
2025
GAN-augmented speech recognition for low-resource languages using Wav2Vec2 and PyTorch.
Streaming Machine Learning - Real-Time Fraud Detection
2026
Graph-enhanced fraud detection pipeline using Apache Kafka and Spark Structured Streaming.

Education

Bachelor of Engineering in Computer Science
KLE Technological University, Hubballi
Focus areas include artificial intelligence, machine learning, intelligent systems, cloud technologies, and computational modelling.