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Location: Kampala, Uganda
Remote: Yes | Relocate: No Tech: Python, PyTorch, Detectron2, OpenCV, Swin/ViT, BERT, Hugging Face, Ruby on
Rails, FastAPI, PostgreSQL, Airflow, RabbitMQ, Docker, GCP. Email: acaciabengo@gmail.com Resume: https://drive.google.com/file/d/1oOeY0tsJ7Ujx2fk3m5BkSfBhto2... GitHub / HF: acaciabengo ML + Software Engineer, 11+ yrs. MSCS (ML) at Georgia Tech. Ex-founder/CTO of a telecom/fintech platform (60M+ SMS, 5M+ USSD lottery tickets, LTV/churn models that
cut marketing ~50%). Recent: - plan_to_3d — Floor plan PDFs → interactive 3D GLB. Mask R-CNN + Swin-T/FPN in
Detectron2 for wall/door/window segmentation; Shapely vectorization, trimesh extrusion
with opening clipping, OCR-based scale, Gradio + Three.js viewer. - NLP distress/moderation models for 13K users; Airflow pipelines on
1M+ msgs/month; Rails backend unifying Twilio/FB/YouTube (220K+ interactions).
- CensorX — Open-sourced DistilBERT/ViT moderation models on HF (97% / 92% precision). Looking for applied CV / multimodal ML, or senior ML+backend roles where shipping
end-to-end matters. |