AI Researcher & Engineer

Mahendra
Nath Reddy E

Applied AI & Systems Engineer at Amartya Group Limited.

My research is at the intersection of medicine and machine learning. My core focus is Medical Image Analysis investigating novel methods that can aid and enhance the process of medical diagnosis. Implementing and stress-testing deep learning models on histopathology data to understand where they fail, and why. I also build agentic AI systems, data engineering, deterministic AI, and applied ML in industry.

Medical Image Analysis AI for Diagnosis Surgical Vision Systems Agentic AI Systems Deterministic AI
Mahendra Nath Reddy E
News
Jul 2026 Started as Applied AI & Systems Engineer at Amartya Group Limited, Didcot.
Jun 2026 Attended the Surgical Data Science Summer School 2026 (IHU Strasbourg, online).
Jun 2026 Participated in NVIDIA Hack for Impact London built "Ask London", a hallucination-free agentic AI for London's 33 boroughs, deployed on NVIDIA DGX Spark.
Jun 2026 Presented research poster "Evaluating Body Pose Grouping via Clustering Algorithms" at the SPECS Conference 2026, University of Hertfordshire.
Technical Skills

Core ML / DL

PyTorch ML Algorithms Deep Learning Computer Vision CNNs Yolo GANs Scikit-learn OpenCV

Medical AI

Histopathology Medical Image Analysis HoVer-Net MONAI Surgical Data Science Clinical AI

Agentic & Engineering

Docker RAG Pipelines Multi-agent Systems Ollama n8n Python Git

Robotics & Systems

ROS2 SLAM LiDAR Autonomous Vehicles Human-Robot Interaction
Education
Sep 2023 — Sep 2025 Hatfield, UK
University of Hertfordshire

MSc, Artificial Intelligence & Robotics with Advanced Research

Distinction

Thesis: "Evaluating GANs for EEG Signal Synthesis: A Comparative Analysis", WGAN-GP achieved >0.9 Pearson correlation, 33% improvement over baseline.

Aug 2018 — Jun 2022 Bangalore, India
REVA University

B.Tech, Computer Science & Engineering

First Class with Distinction

Served as Student Chair for IEEE Student Branch, organised technical events and workshops; oversaw 7 sub-chapters.