Sai Ramya Sri Mamillapalli
AI/ML Engineer & Researcher
Specializing in medical imaging, deep learning, and cloud-based AI solutions
Professional Profile
Aspiring AI/ML Engineer with a Master's in Computer Science and hands-on experience in building and deploying data-driven machine learning models. Skilled in Python, deep learning (CNNs, U-Net, Mask R-CNN), NLP, and computer vision, with published research in digital pathology and predictive modeling.
Proficient in cloud platforms (AWS), data engineering pipelines, and advanced analytics. Passionate about leveraging AI to solve real-world problems through scalable and innovative solutions.
Technical Expertise
Programming
Machine Learning
Cloud & Data
Work Experience
Graduate Research Assistant
Kennesaw State University
- Developed ML models improving tumor-stroma classification by 12%
- Applied Stardist and FPN for image segmentation (220k+ nuclei)
- Published IEEE research on medical imaging applications
Graduate Teaching Assistant
Kennesaw State University
- Developed Python assignments (U-Net, Mask R-CNN, Stardist)
- Increased lab completion rates by 30%
Featured Projects
Heart Disease Prediction
Dynamic Weighted Feature Subset Logistic Regression Model achieving 98% accuracy
SN-FPN for Pathology
Self-Attention Nested Feature Pyramid Network for image segmentation
Eva Voice Assistant
Eva is a smart, voice-enabled assistant built with Python and Flask. She can chat, tell jokes, fetch weather updates, answer questions using GPT, and even remind you. All through a sleek web interface or terminal mode.