charan User
@charanuser3
I build production-ready machine learning systems for medical imaging, forecasting, and recommendation-driven products.
IndiaWhat I'm looking for
I'm a third-year Computer Science student focused on AI and Machine Learning, building end-to-end systems that reach production rather than stopping at a notebook metric.
I built and deployed an RSNA pneumonia screening application using PyTorch, FastAPI, React, Docker, and Azure. By fixing an image-cropping issue and preventing patient-level leakage, I achieved 83% pneumonia recall, 0.79 F1, and 86% accuracy on 1,836 held-out studies.
I've also built a LightGBM sales forecasting pipeline across roughly 3,000 store-department series and an XGBoost churn model with 94.74% F1. My work emphasizes leakage-free validation, practical metrics, and production deployment.
Experience
Work history, roles, and key accomplishments
Machine Learning Engineer
NaramCharan
Developed end-to-end machine learning systems including medical imaging, forecasting, and recommendation models, with a focus on production deployment and leakage-free validation.
Education
Degrees, certifications, and relevant coursework
GD Goenka University
Bachelor of Technology, Computer Science Engineering (AI & Machine Learning)
Grade: 8.98/10.0
Pursuing a B.Tech in Computer Science Engineering with a focus on AI and Machine Learning, maintaining a CGPA of 8.98/10.0.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Website
naramcharan.mePortfolio
naramcharan.meJob categories
Skills
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