{"handle":"gaganpreet","display_name":"GAGANPREET SINGH","headline":"AI Product Manager | LLM Products (NL-to-SQL, Fitness SaaS) | Medical Imaging ML · 1st on BraTS-PEDs, MICCAI 2026 Leaderboard","bio":"I build AI products from problem discovery to deployment. My work spans LLM applications (a fitness SaaS and a production NL-to-SQL agent), medical-imaging deep learning, and explainable ML for public-sector users.\n\nCurrently ranked 1st on the BraTS-PEDs 2026 MICCAI Validation Leaderboard for pediatric brain tumor segmentation (DSC 0.950 Whole Tumor, 0.922 NET/C) using a two-model nnU-Net + MedNeXt ensemble. Earlier, I benchmarked 6 ML models on 4,500+ flood events and shipped a FastAPI + Streamlit interface for non-technical Central Water Commission stakeholders. As President of NSUT's Incubation & Innovation Foundation, I led 20+ summits with 50+ global leaders and 1,000+ participants.\n\nI work across product discovery, experimentation, prompt engineering, product analytics (GA4, SQL) and end-to-end delivery. Seeking Associate / AI Product Manager and applied AI roles.","location":"New Delhi","company":"NSUT Incubation and Innovation Foundation","role":"President","open_to":"Associate Product Manager, AI Product Manager, Applied AI / ML roles","languages":"English, Hindi, French","skills":["LLMs","Generative AI","Prompt Engineering","AI Prototyping","Product Discovery","Experimentation","Product Analytics","GA4","SQL","Python","Deep Learning","Machine Learning","Medical Image Segmentation","Stakeholder Management","C++","NLP","Data Science","ML","DL","PyTorch"],"positions":[{"title":"AI Intern","company":"Center of Excellence in AI","location":"New Delhi","start_year":2026,"start_month":6,"end_year":2026,"end_month":7,"description":"1st on the BraTS-PEDs 2026 MICCAI Validation Leaderboard; first author of a paper accepted at MICCAI 2026 and invited to present the work in Strasbourg, France. Developed a two-track ensemble using nnU-Net and MedNeXt for 4-class pediatric brain tumor segmentation."},{"title":"ML Research Intern","company":"NextGenAI Lab","location":"New Delhi","start_year":2025,"start_month":5,"end_year":2025,"end_month":7,"description":"Built an ensemble deep-learning pipeline using 3-D CNNs for 4-class tumor response classification on longitudinal MRI data, improving macro AUROC on the imbalanced Lumiere clinical dataset via class-weighted sampling, hybrid loss, and model ensembling."},{"title":"President","company":"NSUT Incubation and Innovation Foundation","location":"New Delhi","start_year":2024,"start_month":9,"end_year":null,"end_month":null,"description":"Led 10+ entrepreneurship summits and speaker series featuring 50+ global leaders, attracting 1, 000+ participants."},{"title":"Summer Intern","company":"Central Water Commission","location":"New Delhi","start_year":2024,"start_month":6,"end_year":2024,"end_month":7,"description":"Engineered 50+ features across 5 hydrological datasets covering 4, 500+ flood events for end-to-end flood-level forecasting. Benchmarked 6 ML models, with XGBoost achieving R2 = 98.5%, RMSE = 25.47, and MAE = 4.38."}],"education":[{"school":"Netaji Subhas University of Technology, Delhi","degree":"B.Tech","field_of_study":"CSE","start_year":2023,"end_year":2027,"description":"CGPA: 7.74/10"},{"school":"S. S. Mota Singh Model Sr. Secondary School","degree":"Board (Class XII)","field_of_study":"Computer Science, Physics, Chemistry, Mathematics","start_year":2021,"end_year":2022,"description":"77.8%"},{"school":"Guru Amar Das Public School","degree":"Board (Class X)","field_of_study":"Information Technology","start_year":2019,"end_year":2020,"description":"84.5%"}],"work_email":"gaganpreet.singh.ug23@nsut.ac.in","phone":"+91-9971374613","calendar_url":null,"website_url":null,"linkedin_url":"https://www.linkedin.com/in/gaganpreet-singh1313/","x_url":null,"github_url":"https://github.com/gaganxpreet","locked":[],"contact_visibility":"open","unlock_price_cents":null,"call_price_cents":2000,"accepts_hiring_messages":true,"work_verified":true,"work_verified_domain":"nsut.ac.in","is_public":true,"owned":false,"created_at":"2026-09-20T06:45:08.507716Z","agents":[],"agent_count":0,"follower_total":0,"posts":[],"posts_total":0}