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acaciabengo

HN member
Joined
Tue, Oct 21, 2025, 7:04 PM UTC
HN karma
3
Public activity
13 items

About acaciabengo

Applied ML engineer & RoR dev working on 2D→3D geometry, vision transformers, and generative video. Exploring collaborations or paid trials with teams building real systems.

https://www.loom.com/share/b741bc127c814db395832b01bd086e96

Recent public activity

  1. comment
    Comment #48481586

    Interesting work. Is this something where SAM-3D or it background applies to?

  2. story
    Show HN: QuantTakeoff – Construction PDFs to takeoff and 3D scene

    I built QuantTakeoff and releasing v1.0 for validation: Input a construction PDF, get back takeoff report with wall lengths, areas, door/window counts and sizes 3D GLB of the build…

  3. comment
    Comment #48041934

    Location: Kampala, Uganda Remote: Yes | Relocate: No Tech: Python, PyTorch, Detectron2, OpenCV, Swin/ViT, BERT, Hugging Face, Ruby on Rails, FastAPI, PostgreSQL, Airflow, RabbitMQ,…

  4. story
  5. story
    Ask HN: Advice on Solo Launching

    I have built a pipeline that takes construction documents as PDFs, extracts out the floor plans. It extracts out BIM data from the plans at pixel accuracy producing data on walls, …

  6. story
  7. comment
    Comment #47252741

    Location: Kampala, Uganda Remote: Yes Willing to relocate: No Technologies: Python, PyTorch, TensorFlow, OpenCV, Detectron2, Ruby on Rails, Docker, GCP, SQL. Resume: https://drive.…

  8. comment
    Comment #47171374

    This is great and exciting. I happened to be doing some research to build memory-efficient diffusion models. I have not yet built the demo, but looking at a mix of architecture fro…

  9. story
    Show HN: Turning 2D floor plans into 3D-ready JSON with Detectron2

    Hey HN, For the past few weekends, I have been working on a computer vision pipeline to solve a specific PropTech problem: turning messy, highly occluded 2D floor plans into clean,…

  10. story
    Instance segmentation model that extracts 3D geometry from 2D floor plans

    Hey HN, I am an ML Engineer and a full-stack software engineer. For the past few weekends, I have been working on a pipeline to solve a PropTech problem: turning messy, highly occl…

  11. comment
    Comment #46869446

    Location: Kampala, Uganda Remote: Yes Willing to relocate:No Technologies: Python, PyTorch, TensorFlow, OpenCV, Detectron2, Ruby on Rails, NLP (Transformers, ViT), Docker, GCP, SQL…

  12. comment
    Comment #46668475

    I have been working on CensorX, a multimodal content moderation set of models. It is from a personal project where I built content moderation in a Discord Bot. I have open-sourced …

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