Open to opportunities

Sampada Sanap

@sampadasanap

I’m an Electronics & Telecommunication undergraduate building AI/ML, deep learning, and embedded projects to solve real-world problems.

India

Message

What I'm looking for

I’m looking for a team where I can apply machine learning and deep learning to real products, collaborate on signal/embedded or digital design problems, and grow fast through hands-on engineering and continuous learning.

I’m an Electronics and Telecommunication Engineering undergraduate with strong interests in Artificial Intelligence and Machine Learning. I build end-to-end solutions that combine deep learning, signal processing, and hardware-aware design to address real engineering problems—while staying hungry to learn emerging technologies.

In my projects, I developed a 3D U-Net for brain tumor sub-region segmentation, achieving a Dice score of 0.9912 on BraTS 2019, and I added feature-based Gradient Boosting for 95.5% risk stratification accuracy. I also created an AI-driven RTL code generation workflow using Retrieval-Augmented Generation (RAG) and local LLMs, and I built an audio ML pipeline for respiratory sound classification while experimenting with multiple CNN/RNN/ML models and balancing for imbalanced datasets.

Experience

Work history, roles, and key accomplishments

Sponsorship Head

Vishwaconclave (VIT Pune)

Jul 2024 - Jun 2025 (11 months)

Led sponsorship outreach initiatives and secured funding from industry partners for Vishwaconclave. Coordinated with corporate stakeholders and supported event planning, communication, and execution.

Stakeholder Management Corporate Partnerships Event Planning Leadership Communication Relationship Management Project Coordination