Amor Software LLC album artwork

Amor Software LLC

Founder & CEO

Nov 2023 – Dec 2025 · 14 tracks

San Francisco, CA

Building products from the ground up.

Independent product development spanning computer vision, social media automation, and immersive applications, with ownership from infrastructure and billing to the user experience.

Selected work

  1. Action detection from live streams

    Built end‑to‑end SaaS that runs YOLO‑based human & dog action detection on user RTSP streams

  2. Isolated infrastructure for each customer

    Isolated customer data by auto‑provisioning Fly.io Machines per tenant; Celery watchdog gracefully replaces unhealthy nodes, preventing runaway costs

  3. Recognition and recurring analytics

    Added facial recognition & Re‑ID post‑processing, enabling automated per‑person analytics every 3 hrs

  4. Subscriptions and the application stack

    Integrated Square subscriptions for billing; full stack in Next.js, Django, Celery, Postgres

  5. Reusable video processing with Clip Saver

    Built Clip Saver package for seamless YOLO model integration with RTSP streams, featuring graceful start/stop controls and asynchronous callback system for database and cloud storage integration. Non‑blocking callback system stores images to Cloudinary and rows to Postgres; powers personal home‑security deployment

  6. Automated annotation with Action Labeler

    Developed Action Labeler autodistillation package to automate annotating videos and images for detection, segmentation, and keypose dataset creation. Using pre-trained YOLO models combined with Vision-Language Models (VLMs), this package aims to reduce manual labeling requirements entirely.

  7. Custom detection experiments

    Enabled rapid experimentation for custom detection pipelines across multiple use cases including human and dog action detection.

  8. Brand-aware social media automation

    Engineered intelligent social media automation platform that scrapes business websites to extract brand voice and create personalized Business Personas

  9. Collaborative content creation

    Built conversational AI interface using Haystack AI for collaborative content creation, enabling human-in-the-loop refinement of social media posts and blog content

  10. Publishing and asynchronous generation

    Integrated Instagram API for direct publishing and implemented asynchronous blog generation with real-time notifications

  11. Content strategy across platforms

    Delivered comprehensive multi-platform content strategy covering Facebook, Instagram, Twitter/X, LinkedIn, and Pinterest

  12. Immersive timelines with Glimpse

    Competed in VisionOS Hackathon 2025 with my app Glimpse. Glimpse is an AI-generated immersive timeline where users can explore any topic through dynamically generated events, tailored specifically to their chosen subject.

  13. Location-based simulation with Advenshare

    Built Advenshare Vision OS app. Advenshare is a ride-share simulation game that uses real businesses from the user's location to add a sense of immersion and depth to the world.

  14. Learning game development through logistics

    Logistics Game is a demo game used to learn the fundamentals of game developemnt and ECS design paradigm.