Advay Chandramouli

SWE, AI/ML & HCI

Building at the intersection of machine learning and human-computer interaction.

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A bit about me

Growing up between India and the United States gifted me two lenses — and I've never stopped switching between them. I try to approach everyday with curiosity and reflection, whether spontaneously exploring new environments, learning through different cultures or slowing down with intention. The same tenets shape my work and other endeavors. Feel free to take a look!

Traveling and uncovering new culturesNature trails & national parksStreet photographyFilm & world cinemaSports (Cricket, Basketball, Football)

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Experience

Software Engineer Intern

May 2026 - August 2026

Dell Technologies

AI-assisted alert noise reduction, observability, and automation for Developer Ready Platform (DRP) microservices.

Undergraduate Research Assistant

January 2026 - Present

UT Dallas - Department of Bioengineering

Multinational research using DL for solitary fibrous tumor prognosis.

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

StateOfMind

A privacy-first macOS menubar app that turns spoken thoughts into structured journal entries.

SwiftSwiftUIWhisperOllamaSwiftDatamacOS

Code

YouTube Intelligence Platform

A full-stack web platform for monitoring emerging trends in public health video forum content.

Next.jsPythonAmazon BedrockAWS LambdaAmazon ECROllamaFastAPISupabaseRender

Code

BlueBlood: Blood Biomarker Forecasting Tool

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

PythonTensorFlow/KerasAWS SageMakerAmazon EC2Amazon S3Google BigQuery

Code

Invasive Ductal Carcinoma (IDC) Detection

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

PythonTensorFlowKerasClinical Research

Code

SafeDrive

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

FlutterDartComputer VisionYOLOv5Firebase

Code

Publications

Deep Learning Approaches for Railroad Infrastructure Monitoring: Comparing YOLO and Vision Transformers for Defect Detection
IEEE International Conference on Ubiquitous Computing, Electronics, and Mobile Communication (UEMCON)
Paper Code
Comparing Object Detection, Instance Segmentation, and Semantic Segmentation for Automated Vegetation Detection in Railroad Systems
IEEE International Conference on Ubiquitous Computing, Electronics, and Mobile Communication (UEMCON)
Paper