Soham Kundu

Soham Kundu

Computer Engineering + Computer Science @ UW-Madison (Expected May 2028)
Pursuing a career in Robotics & Computer Vision.

Experience

My professional journey in robotics and computer vision

UW–Madison Computer Sciences logo

UW–Madison Computer Sciences

Undergraduate Researcher

Sep 2026 - Present

Part-time · Madison, Wisconsin, United States · On-site

Mohit Gupta's WISION Lab - ML based Multi-sensor fusion (LiDAR, RGB, radar) for autonomous driving in fog

Machine Learning
Sensor Fusion
LiDAR
Computer Vision
Honeywell Aerospace logo

Honeywell Aerospace

Machine Learning Intern

May 2026 - Aug 2026

Internship · United States · On-site

Real-time detection & tracking, autonomous drones, ROS 2, NVIDIA Jetson AGX Orin

Computer Vision
Robotics
ROS 2
NVIDIA Jetson AGX Orin
FiPet logo

FiPet

Co-Founder

Aug 2025 - Apr 2026

Full-time · San Francisco, California, United States · Remote

fipet.dev 3000+ downloads on App Store

React Native
Firebase
LangGraph
Blue Cross Blue Shield Association logo

Blue Cross Blue Shield Association

Software Engineer Intern

May 2025 - Aug 2025

Internship · United States · On-site

Built and shipped a RAG-based in-call assistant to production for member support workflows

Python
RAG
Azure OpenAI
UW–Madison Computer Sciences logo

UW–Madison Computer Sciences

Undergraduate Researcher

Dec 2024 - Apr 2025

Part-time · Madison, Wisconsin, United States · On-site

Andreas Velten's Computational Optics Group - CNN reconstruction, computer vision, photon-level imaging, edge deployment optimization

Python
CNNs
Computer Vision
Edge Computing
Wisconsin Autonomous logo

Wisconsin Autonomous

Software Engineer Intern

May 2024 - Nov 2024

Part-time · Madison · On-site

Built EKF-based sensor fusion (LiDAR, radar, camera) for real-time lane, cone, and boundary detection — Python, ROS 2

Python
ROS 2
Sensor Fusion
Computer Vision

Portfolio

A showcase of my recent projects and technical accomplishments

KITTI sequence 00: ground-truth, raw visual odometry, and optimized SLAM trajectories

Monocular Visual SLAM & Localization

Built a monocular SLAM pipeline in Python with ORB feature tracking, loop closure, and GTSAM pose-graph optimization. Evaluated on KITTI using ground-truth scale for benchmarking.

Python
OpenCV
ORB
GTSAM
SLAM
KITTI
ClaimReady
Deployed

ClaimReady

Insurance AI app using YOLO11 and Gemini API cut valuation to 2 minutes for 1000+ users.

YOLO11
Gemini API
Supabase
Docker
AWS EC2
AI/ML
Voice-Controlled Robot Arm

Voice-Controlled Robot Arm

Voice-controlled robot arm uses Claude LLM with MCP and achieved sub-200 ms command response.

LLM
Voice Recognition
MCP
Robot Control
Python
Real-time Systems
Greenhouse IoT Monitoring System

Greenhouse IoT Monitoring System

Greenhouse IoT monitor on Raspberry Pi and Azure IoT Hub streamed 10K+ daily sensor datapoints.

Raspberry Pi
Python
Azure IoT Hub
Django
React
Docker

Awards & Recognition

Recognition for technical excellence and innovative software engineering projects

1st Place MadData25 Hackathon

24 hour hackathon with 30+ teams and 120+ competitors. Won first place and best presentation.

Hackathon
ClaimReady

Top 3 at University Madness Startup Pitch Competition

Placed Top 3 and were the Audience Favorite among 30+ teams across 9 universities.

National Startup Competition
ClaimReady

Top 3 at Badger Launchpad Startup Pitch Competition

Competed against 20+ teams from UW-Madison in a university startup competition.

University Startup Competition
ClaimReady

StartingBlock Level Set Accelerator

Selected for StartingBlock's 6-week Level Set pre-accelerator program to validate and strengthen FiPet's business model.

Startup Accelerator
FiPet

Finalist at Transcend UW Pitch Competition

Advanced to finals with FiPet in UW-Madison's Transcend UW pitch competition.

University Pitch Competition
FiPet