Amaresh Ganesan Email & Phone Number

Bengaluru, Ka, In

Upes,Dehradun, Uttarakhand, India

– Leading the development of an AI model for fetal arrhythmia detection using Non-Invasive fetal ECG data and researching signal processing techniques to advance prenatal diagnostics.– Fine-tuned open-source language models with RAG to optimize topic-specific performance.– Gained expertise in cutting-edge image processing and classification, applying them to healthcare challenges.– Engineered the React Native app “Hridai” for ECG tagging, tailored to Indian demographic data, enhancing accuracy and accessibility.

Bengaluru, Karnataka, India

– Analyzed and deployed ML models to uncover patterns and insights in geospatial data.– Processed GIS data with GeoPandas and Rasterio, utilizing PostgreSQL for efficient spatial data management, and learned ArcGIS and QGIS for advanced geospatial data analysis.– Created interactive 3D maps using Three.js, enhancing user engagement and visualization.– Deployed and managed AWS servers (EC2, RDS, S3, Lambda), optimizing for cost efficiency and performance.

Dehradun, Uttarakhand, India

– Developed and optimized machine learning models for healthcare image classification, enhancing diagnostic accuracy.– Conducted in-depth research on ECG Signal Classification via Wasserstein Distance: Uncovering Distinctive Patterns in Heart Rate for Health Status Prediction, improving model performance by 15%.– Proficient in a range of computer vision algorithms and classifiers, with hands-on experience in implementing advanced techniques.

Coimbatore, Tamil Nadu, India

– Automated processes using Python Playwright, enhancing operational efficiency.– Gained hands-on experience with AWS Cloud, MySQL, and Linux for seamless system integration.– Streamlined financial reporting for ”Fortuna Financial”, improving accuracy and reducing manual work.

Mayiladuturai, Tamil Nadu, India

Master Of Computer Applications - Mca, Computer Science

B.Sc, Computer Science

Diploma, Journalism