Work

Projects

Engineering2025

Autonomous Robotic Arm Manipulation Pipeline

End-to-end autonomous pick-and-place pipeline on a physical UR3e — from camera calibration and ArUco marker detection through analytical inverse kinematics and ROS2-based execution, achieving 2–5mm positioning accuracy.

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Engineering2025–26

Formula SAE Terps Racing TR26

Business & Operations Lead for one of the world’s only active-aero FSAE programs — bridging engineering precision and organizational strategy across a 150-person team to finish 9th in the nation, 11th in the world.

Healthcare Retrieval Augmented Generation Algorithm

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Research2025

Healthcare Retrieval Augmented Generation Algorithm

Built the Retrieval Augmented Generation (RAG) pipeline infrastructure for Basys.ai's proprietary prior authorization LLM — vectorizing real patient profiles and comparing them against embedded policy requirements to make the model's decisions faster, more reliable, and 35% less prone to hallucination.

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Engineering2019–2023

FTC Robotics

Founded Centennial Robotics Inc. and captained FTC Team Cryptic #20123 to two State Championships, a World Championship in Houston, and a Top 10 Mid-Atlantic ranking — while mentoring the next generation of engineers through extensive community outreach across Howard County.

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Research2024–25

Healthcare Data Analytics

Assistant Project Coordinator and Data Analyst at Peabody Health Philanthropies — analyzing clinical datasets from hospitals in developing nations to support an E-Patient platform deployment that improved clinical evaluation scores by 13%.

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Research2026

ML Classification Study

ENEE436 comparative ML study implementing and analyzing three classification paradigms — sigmoid neural network (92.17% test accuracy), K-Means over-clustering (+25.1pp improvement), and decision tree variance analysis showing ~42% feature-space disagreement between identically-accurate trees.

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Engineering2026

Autonomous Maze Navigation

Fully autonomous maze navigation stack for a TurtleBot 4 — pre-mapped Nav2 navigation with AMCL localization and a novel-environment wall-following FSM, built on a distributed ROS 2 architecture across two machines with LiDAR-based obstacle detection and sliding-window sensor filtering.

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Engineering2025–

UMD Drone Club

Vice President of the UMD Drone Club — a student-led organization founded in October 2025 to make drone engineering accessible across campus, operating three independent subteams and partnering with the XR Club on immersive drone control technology.

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Business2023–Present

RYE Tech, Inc.

Founding employee of RYE Tech, Inc., a Baltimore-based IT consulting firm serving federal agencies including the Department of Homeland Security. Drove business governance, federal certifications, GSA contract vehicles, and staff resourcing for top-secret work with TSA.

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Business2023

Med2Lab, Inc.

Business Development Lead at Med2Lab, Inc. — an international healthcare AI company building adaptive medical training platforms. Led commercialization strategy, investor outreach, research validation with Stanford and Johns Hopkins, and represented the company at conferences across Singapore, Malaysia, UAE, Chicago, and Orlando.

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Engineering2025

Pit Lane

A pixel-art Formula racing arcade game hidden inside the portfolio — discovered by clicking the signature in the top-left corner of any page. Built with the Canvas API, hand-drawn pixel art routines, a physics-based game loop, and full touch support.

Strategic Growth Consulting — FYZICAL Therapy

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Research2025

Strategic Growth Consulting — FYZICAL Therapy

Project Lead for UMD Interdisciplinary Business Honors (IBH) consulting engagement advising FYZICAL Therapy on breaking into the 20–50 demographic. Recognized as a benchmark capstone by the IBH program and used as a model for future cohorts and corporate sponsors.