ALL
PROJECTS
11 projects across software engineering, AI research, and cybersecurity
WALDINGER — DATA ENGINEERING INTERNSHIP
Built a production LLM inference pipeline with Mistral-7B-Instruct on Azure ML, reducing idle compute costs by 70% and enabling Snowflake drift detection across 3,000+ schema objects via Terraform + GitHub Actions.
DWOLLA — SOFTWARE ENGINEERING INTERNSHIP
Increased Dwolla's Dashboard modernization from 33% to 57% — shipped production React components daily via CI/CD serving 1,200+ users in a cross-functional agile engineering team.
VENOMX — AI PENETRATION TESTING ASSISTANT
Multi-specialist agentic system with 8 AI agents, RAG pipeline over 487,327 CVE records from 13 sources (NVD, Exploit-DB, MITRE ATT&CK, HackTricks), CVSS-weighted attack path scoring.
SPECTRE — HYBRID SPATIAL POSITIONING SYSTEM
CS 191 Capstone: CV + BLE hybrid positioning using 4 Axis RTSP cameras, 3 ESP32 BLE anchors, YOLOv8 detection, ByteTrack tracking, MediaPipe Pose, and Kalman-filtered trilateration.
SYNTHETIC DATA PIPELINES WITH TENSORFLOW & HRNET
Advanced synthetic data generation pipelines using TensorFlow and HRNet for computer vision — achieved 40% improvement in pose estimation model training efficiency.
ARCHEWAY — INTERNSHIP APPLICATION TRACKER
Full-stack internship tracker with Kanban board, calendar integration, advanced analytics dashboard, and secure OAuth 2.0 authentication. Built in Flask with PostgreSQL.
ALGEBRAIC GPAC TO CRN COMPILER
Algebraic compiler for population protocol research, optimizing distributed computing algorithms and advancing Drake University's DOE-funded CS research. Published at UCNC 2025 (Springer LNCS).
BANK FAILURE PREDICTION — EARLY WARNING SYSTEMS
AI-driven financial stability monitoring using ML models and a novel HEALTH score framework. Presented at CCSC Central Plains Conference 2025 with comparative XGBoost and TensorFlow analysis.
ISEAGE CTF — INTERNATIONAL CDC (FEB 2025)
Top 20 of 40 teams internationally at Iowa State University. Drake Cyber Club's first international competition, competing against teams from Kosovo, North Macedonia, and Albania. Active Directory lead. Featured in Iowa 132d Wing coverage.
ISEAGE C3 — FALL 2025 CDC (2ND PLACE)
2nd place out of 10+ teams — 717.20 score, 93.8% service availability, 93/100 white team docs. Defended 7 systems for 8 hours against live red team attacks. Channel 4 News scenario with OPNsense three-tier network.
ISEAGE CTF — INTERNATIONAL CDC (FEB 2026)
5th of 42 teams internationally — Top 12%. Defended a live public transportation network against ZeroLogon, PwnKit, LD_PRELOAD rootkits, AD CS ESC1, and Flask session forgery. Led Active Directory hardening and incident response.