University Projects

Autonomous Navigation

Autonomous Navigation through Windows — Optical Flow

Nov 2025 – Dec 2025

RAFTOptical FlowVizFlyt

Details

CBF Safe Navigation DeepRacer

Safety-Guaranteed Navigation via CBF-QP on Amazon DeepRacer

Mar 2026 – May 2026

CBFROS2Nav2LiDAR

Details

SightLine: AASHTO Sight-Triangle Audit

SightLine: Automated AASHTO Sight-Triangle Audit

Cyvl Hackathon 2026 · 1st Place

LiDARGeoJSONThree.jsMapLibre

Details

Multi-Agent Formation

Async vs Sync Consensus — Multi-Agent Formation (GCBFs)

Aug 2025 – Dec 2025

GCBFsPythonMulti-Agent

Details

Depth Estimation

Monocular Depth Estimation with Transfer Learning

Nov 2025 – Dec 2025

M4DepthPyTorchGPS/IMU

Details

Gap Detection

Optical Flow-Based Gap Detection and Navigation

Oct 2025 – Nov 2025

RAFTVisual ServoingBlender

Details

Dubins Trajectory

LSTM-Based 3D Dubins Trajectory Prediction

Oct 2025 – Nov 2025

LSTMPyTorchTrajectory

Details

Window Detection

Deep Learning Window Detection for Drone Navigation

Sep 2025 – Oct 2025

U-NetPnPBlender

Details

Path Planning

Quadrotor Path Planning & Trajectory Optimization

Sep 2025 – Oct 2025

RRT*Min-SnapPID

Details

Vehicle Classification

Vehicle Classification via ResNet18 Transfer Learning

Sep 2025 – Oct 2025

ResNet18PyTorchCNN

Details

UKF

Unscented Kalman Filter for Attitude Estimation

Aug 2025 – Sep 2025

UKFQuaternionsIMU

Details

Ship Thrusters

Neural Network Control Allocator for Ship Thrusters

Aug 2025 – Sep 2025

LSTMControl AllocationPhysics Loss

Details

IMU Fusion

IMU Sensor Fusion for Orientation Tracking

Aug 2025

IMUSLERPComplementary Filter

Details

OpenManipulatorX

Control of 4-DoF OpenManipulatorX Robotic Arm

Nov 2024 – Dec 2024

ROS2KinematicsDynamixel

Details

CrazyFlie 2.0 Quadrotor

Quadrotor Controller Implementation (CrazyFlie 2.0)

Nov 2024 – Dec 2024

LQRPIDMATLAB

Details

Kinova Gen3 IK Benchmarking

Benchmarking Advanced IK Algorithms (Kinova Gen3)

Mar 2025 – May 2025

IKMATLABVR

Details

CC-RRT Path Planning

Chance-Constrained RRT Motion Planning (OMPL)

Mar 2025 – May 2025

C++OMPLDocker

Details

Robotic Dog SPOT

Design and Testing of Robotic Dog (SPOT)

Jan 2024 – Mar 2024

Fusion 360ANSYSMechanical

Details