---
title: "Prem Reddy YS - B.Tech CSE (AI) Graduate | AI/ML Engineer — Deep Learning & Medical Imaging | PyTorch, U-Net, XGBoost | Co-Author, Scientific Reports (Nature) — In Review in Greater Bengaluru Area | Tal"
description: "Meet Prem Reddy YS, B.Tech CSE (AI) Graduate | AI/ML Engineer — Deep Learning & Medical Imaging | PyTorch, U-Net, XGBoost | Co-Author, Scientific Reports (Nature) — In Review based in Greater Bengaluru Area. AI stack includes claude code, codex, and langchain."
image: "https://tal.club/meet/prem-reddy/share-image"
---

# Prem Reddy YS on Tal

## Headline

B\.Tech CSE \(AI\) Graduate \| AI/ML Engineer — Deep Learning & Medical Imaging \| PyTorch, U\-Net, XGBoost \| Co\-Author, Scientific Reports \(Nature\) — In Review

## About

As a B\.Tech \(AI\) graduate from Amrita Vishwa Vidyapeetham, I've spent the last two years going deep on applied machine learning: not just training models, but shipping them as usable, interpretable systems\. I build deep learning systems that hold up under peer review — and security systems that assume attackers already have a quantum computer\. What I bring: 🔹 Deep learning & medical imaging: co\-authored "A Unified Deep Learning Framework for Multi\-Organ Tumor Detection and Segmentation" \(currently under peer review, Scientific Reports / Nature Portfolio\) — a hybrid 2D/3D U\-Net system spanning brain, liver, and lung imaging \(BraTS, LiTS, LUNA16\), with Grad\-CAM explainability and Monte Carlo dropout uncertainty estimation, achieving Dice scores up to 0\.87 🔹 ML \+ security systems: built a hybrid fraud detection and Post\-Quantum Cryptography framework for Metaverse financial transactions — Random Forest/XGBoost risk classification feeding a selective Falcon\-512/Dilithium2 signing pipeline, benchmarked for latency and throughput, with a live Streamlit dashboard 🔹 Published research: peer\-reviewed paper on social media sentiment analysis \(ICOFE\-2024\), benchmarking 6 models from Logistic Regression to BERT I'm now looking for an AI/ML Engineer, Data Engineer, Solution Engineer, or Implementation Engineer role where I can own the technical build AND the conversation with the people who'll use it\. Open to opportunities — let's talk\.

## Location

Greater Bengaluru Area

## AI stack

claude code

codex

langchain

langgraph

githubcopilot

huggingface

## Education

Bachelor of Technology \- BTech, Artificial Intelligence, Amrita Vishwa Vidyapeetham

[View the original profile](https://tal.club/meet/prem-reddy)

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