kanhaiya sharma

Contact details — on requestProof of Work — on request

Experience

Independent Researcher · Aug 2025 – Present

Not yet confirmed

Developed multimodal neural digital twin integrating EEG (TUH) and MRI (ADNI) for early cognitive decline detection and tumor classification.
CMF-VIT EEG model achieving 88-92% accuracy with 70-90% class sensitivity on 22 patient records.
Implemented EfficientNet-B4 MRI classifier with 97–98% validation accuracy and 97.6% test accuracy on 111 records.
Designed spatio-temporal CNN/LSTM pipelines with automated evaluation and visualization for progression analysis.

Independent Developer · Jun 2025 – Present

Not yet confirmed

Built secure legal document platform using Next.js, Supabase (pgvector), and Auth0 for managing 1,000+ documents.
Accomplished ~50ms upload/retrieval with signed URLs and enforced JWT-based user-level security.
Integrated LLM APIs for clause extraction, compliance verification, and precedent search (<1s response time).
Deployed edge APIs with SWR-driven frontend for real-time analysis.

Independent Developer · May 2026 – May 2026

Not yet confirmed

Developed a full-stack task management platform using Next.js, Node.js, Express.js, and MongoDB Atlas with role-based Admin and Member access.
Implemented JWT authentication, role-based access control, and 15+ REST APIs for project and task workflows.
Responsive dashboard UI with real-time task tracking and optimized API responses to under 200ms for core operations.
Deployed the application on Vercel and Railway with secure cloud database integration and production-ready API connectivity.

Independent Researcher · Jul 2024 – Nov 2024

Not yet confirmed

Engineered 3-layer LSTM model with dropout, batch normalization, and L2 regularization.
Achieved R2 = 0.96, RMSE = 66.5, MAE = 31.06 on 5,000+ data points.
Reduced validation loss by 70% using EarlyStopping and learning rate scheduling.
Improved forecasting stability with 30-day lookback and MinMax scaling.
Visualized outputs with Matplotlib to track trends, enabling a 10% decrease in forecast deviation and improved interpretability.

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B.Tech, Computer Science and Engineering

Kalinga Institute of Industrial Technology · 2022 — 2026

High School Diploma, General Studies

Heritage Academy High School · 2019 — 2021

Secondary School Certificate, General Studies

Heritage Academy High School · 2017 — 2019

linkedin.com/in/kanhaiya-sharma-a70a72293

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