GeoAI
Spatial intelligence, earth observation, and model development grounded in geospatial reasoning.
R
About
Ravindra Siva Sai Kumar Medicharla
ML/AI Engineer · Graduate Researcher
I design, train, and deploy end-to-end machine learning systems across computer vision, generative AI, and healthcare AI. I care about model evaluation, explainability, MLOps, and work that holds up outside a demo.
Research interests
Current research interests
Computer Vision
Perception pipelines for aerial imagery, segmentation, and interpretable deep learning.
Aerial Imagery
Extraction, detection, and semantic understanding from overhead datasets.
Attention Networks
Architectures that capture context more effectively in segmentation and visual reasoning tasks.
SAR
Flood mapping and multimodal reasoning from Synthetic Aperture Radar imagery.
BIM/GIS Integration
Infrastructure planning and connected spatial systems across built and mapped environments.
AI Trainer — LLM Evaluation
Handshake AI · Remote
Graduate Researcher
AI-CHESS Lab, Saint Louis University
M.S. Artificial Intelligence candidate
Saint Louis University · GPA 3.83
Away from research, I spend time on photography, strength training, music, and writing short notes about what I am learning.
Explore these interests