Advay Chandramouli

SWE, AI/ML & HCI

Advay Chandramouli

Experience

Incoming Software Engineer Intern

Summer 2026

Dell Technologies

  • Joining Dell ISG this summer — excited to dive into infrastructure and software at scale.

Software Development Co-Op

July 2025 - December 2025

Verizon

  • Knowledge-retrieval engine, semantic search and automation pipelines for HGC Wireless Network Performance.

ML Research Intern

May 2025 - July 2025

Marshall University - College of Engineering & Computer Sciences

  • NSF-REU funded research on CNN vs. Transformer-based object detection models for railroad infrastructure monitoring.

Software Engineer Intern

May 2024 - October 2024

INGENIUS

  • API & CSV data ingestion pipelines, for creator-centric social media analytics platforms.

Projects

BlueBlood

A research tool for forecasting blood biomarker changes after clinical prescription adminstration.

Processed 10M+ records with sub-second query latency.

PythonTime-Series ForecastingTensorFlowKerasAWS SageMakerAmazon S3EC2Google BigQuery

Invasive Ductal Carcinoma Detection Pipeline

End-to-end ML diagnostic pipeline for classifying cancerous breast-histopathology scans.

500+ weekly downloads on npm.

PythonTensorFlowKerasClinical Research

SafeDrive

Full-stack mobile application for distracted-driving risk mitigation.

FlutterDartComputer VisionYOLOv5Firebase

Publications

  • Deep Learning Approaches for Railroad Infrastructure Monitoring: Comparing YOLO and Vision Transformers for Defect Detection

    2025 IEEE UEMCON (Ubiquitous Computing, Electronics & Mobile Communication Conference)

  • Comparing Object Detection, Instance Segmentation, and Semantic Segmentation for Automated Vegetation Detection in Railroad Systems

    2025 IEEE UEMCON (Ubiquitous Computing, Electronics & Mobile Communication Conference)

Contact

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