Open to opportunities

Bill GB

@billgb

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AI Engineer specialized in ML, LLM applications, and scalable backend systems.

Ukraine

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What I'm looking for

I seek roles building production-grade AI systems (ML/LLM/CV) with strong engineering practices, cloud deployment, and collaboration with clinical or product teams.

I am an AI Engineer with deep expertise in machine learning, LLM applications, and backend development, focused on building scalable AI-powered systems.

At BotsCrew I developed production conversational AI backends with Python and FastAPI, supporting 30K+ daily conversations and improving client response times by 40% while maintaining 99.5% uptime.

At Cara Medical I lead ML development for 3D cardiac image segmentation, deploying U-Net and 3D CNN models with PyTorch and TensorFlow, achieving 85–90% accuracy and enabling real-time clinical inference.

I build end-to-end ML pipelines, implement model versioning with MLflow, and deploy models on AWS with Docker, seeking roles where I can deliver reliable, production-grade AI solutions in collaboration with cross-functional teams.

Experience

Work history, roles, and key accomplishments

Current

Machine Learning Engineer

Current

Cara Medical LTD

Sep 2023 - Present (2 years 9 months)

Led ML model development for 3D cardiac image segmentation using PyTorch and TensorFlow, achieving 85–90% accuracy and reducing analysis time from hours to minutes through optimized pipelines and GPU training.

PyTorch TensorFlow U Net MLFlow DICOM AWS Docker 3D Medical Image Segmentation

Python Developer

BotsCrew

May 2020 - Aug 2023 (3 years 3 months)

Contributed to development of custom AI chatbot solutions and backend services using Python and FastAPI, improving response times by 40% and handling 30K+ daily conversations with 99.5% uptime.

Python fastAPI RESTful APIs Docker PostgreSQL NLP Telegram Bot API