I'm a cloud and automation-focused engineer with hands-on experience building computer vision systems, self-hosting production web applications, running AI inference workloads on local GPU hardware, and managing deployment infrastructure end-to-end. Currently pursuing the AWS Certified Cloud Practitioner (CLF-C02) and studying at Great Oak High School (graduating June 2026).

Cloud & DevOps
AI & CV
Languages
Backend & Data
Testing & QA

Live, self-hosted product at qorlyt.com. Upload a single image, get a textured .glb 3D model back in ~80 seconds via a local ComfyUI + Hunyuan3D 2.1 GPU pipeline. A persistent WebSocket to ComfyUI maps per-node progress back to each user in real time, an async job queue serializes GPU work with live queue position + ETA, and every generation is stored with an in-browser 3D viewer. Shared-password auth, GPU health pings, persistent history.

Python · FastAPI · WebSockets · ComfyUI · Hunyuan3D 2.1 · GPU Inference · Self-Hosted

Paste a Spotify link, get a brat-style lyric video. FastAPI pipeline: Spotify metadata → local / yt-dlp audio → Whisper word-level timing (LRCLIB fallback) → Pillow frame rendering → ffmpeg mux. Async job queue, graceful failure handling on every external call, packaged with pyproject.toml, MIT-licensed, and CI-tested on every push.

Python · FastAPI · Whisper · Pillow · ffmpeg · yt-dlp · GitHub Actions

Desktop app that turns any YouTube video into scheduled, captioned TikTok clips. Splits into 60–70s vertical segments (silence-based or LLM cliffhanger cuts), burns in word-by-word karaoke captions (6 style presets), and uploads on a schedule. NVENC GPU encoding with CPU fallback, parallel encoding (2–4× faster), and hybrid transcription — YouTube captions with automatic local Whisper fill-in for censored words.

Python · CustomTkinter · ffmpeg / NVENC · faster-whisper · yt-dlp

Real-time occupancy tracker for campus locations using computer vision — live HLS stream capture, YOLOv8 person detection with custom false-positive filtering, dashboard with live counts, weekly heatmaps, and best-times recommendations. Dual backend (local YOLO + Frigate NVR via MQTT), full CI pipeline.

Python FastAPI YOLOv8 OpenCV SQLite MQTT Docker | View Repo

Open-source kiosk entertainment and care system for seniors with dementia/Alzheimer's — one mini PC, one TV, one install.sh. 6-button remote, self-healing services, HDMI-CEC control, fully remote-managed for caregivers. Built for two 95-year-olds who watch TV 8+ hours a day.

Python Flask Linux Jellyfin HDMI-CEC | View Repo

Fully automated, zero-human-interaction YouTube content pipeline. Records animated race videos via headless Playwright, encodes + mixes audio with FFmpeg, uploads on a rate-ramped cron schedule via the YouTube API. 76 race types, parallel batch recording.

Python Playwright FFmpeg YouTube API Automation | View Repo

Designed, built, and deployed a production marketing website for GSI Sand & Gravel, a Southern California sand & gravel supplier serving the region for 30+ years. Responsive Next.js site presenting the company's services, coverage area, and contact funnel — shipped and live for a real business.

Next.js React Responsive Deployed

Collaborator  ·  Riffyx Labs Mentorship  |  2025 – 2026  ·  1 yr

Built hands-on experience with AWS fundamentals, debugging, and real-world technical issues across mentored projects. Used Git-based workflows to make code updates, work across branches, and submit pull requests for review. Worked alongside Cisco professionals on implementation tasks, strengthening troubleshooting, teamwork, and release discipline.

Co-Founder  ·  TrashCan Powerwashing  |  Aug 2025 – Oct 2025  ·  3 mos

Co-founded a residential trash-can power-washing business, working directly with customers from scheduling through service completion. Managed scheduling, customer communication, and cash handling while tracking income and expenses. Delivered services reliably, building hands-on experience with responsibility, time management, and client-facing work.

Member  ·  Cheryl's Caramels  |  2022 – 2025  ·  3 yrs  |  Oceanside, CA

Represented the company at markets and events, engaging customers and resolving product questions on the spot. Tested Stripe payment flows for the Cheryl's Caramels e-commerce site before release to verify checkout and payment reliability. Processed cash and digital transactions accurately while maintaining inventory and display readiness. Took ownership of assigned responsibilities, consistently meeting expectations with minimal oversight, and communicated professionally in fast-paced, high-traffic environments.