Remote: Yes
Willing to relocate:No
Technologies: Python, PyTorch, TensorFlow, OpenCV, Detectron2, Ruby on Rails, NLP (Transformers, ViT), Docker, GCP, SQL.
Resume: https://drive.google.com/file/d/1w6RQVmknk6O0Wbp8XIDU5ogTDJ4...
Email: acaciabengo@gmail.com
Linkedin: https://linkedin.com/in/acaciabengo
HuggingFace: https://huggingface.co/acaciabengo
Description: I am a Senior Machine Learning & Software Engineer with 11+ years of experience and a current MSCS student at Georgia Tech. I have worked remotely for US-based companies for the last 3+ years and specialize in bridging the gap between robust backend engineering (Ruby on Rails) and production-grade ML models.
Key Projects & Experience: • Computer Vision (2D to 3D): Currently building a pipeline to convert 2D architectural floor plans into 3D models using Image Segmentation (Detectron2) and Swin Transformers.
• ML for Gaming: Engineered predictive algorithms for high-volume sports betting and lottery platforms, including models for risk management, user segmentation, Churn Prediction and LTV forecasting.
• NLP at Scale: Architected Deep Learning models for a US-based health tech organization that reduced moderation time by 80% and processed over 1 million messages monthly.
• Content Moderation: Developed CensorX, a multimodal NSFW detection tool using Vision Transformers (ViT) and DistilBERT. Note on Hiring: I am hireable through a Canadian company (B2B/Contract) or via an Employer of Record (e.g., Globalization Partners), allowing for frictionless onboarding for North American entities.