Isaac Godfried
Senior AI Engineer at William Blair
United States
Summary
🤩
Rockstar🎓
Top SchoolIsaac Godfried is a Senior AI Engineer with 11 years of hands-on experience building production-grade machine learning and data platforms across healthcare, security, retail, and SaaS. He combines deep learning research—focused on health, climate, and agriculture—with practical MLOps skills, having deployed models into Docker/GCP, BigQuery, and CI workflows and established org-wide ML reproducibility practices. His background ranges from founding a data-driven startup predicting river flow to developing real-time group anomaly detection and hybrid NLP pipelines for extracting IOCs, reflecting both product intuition and research rigor. Known for mentoring and scaling data teams, he thrives at the intersection of research and productionization, turning experimental models into reliable systems used in enterprise environments.
11 years of coding experience
8 years of employment as a software developer
Orono High SchoolHispanic Studies Computer Science, Hispanic Studies Computer Science at Brandeis University
English, Spanish, Hebrew
Stackoverflow
896reputation
40kreached
17answers
12questions
Github Skills (189)
prediction-model10
sentence10
python10
anomaly-detection10
deep-learning10
gpu10
prediction10
twitter10
bokeh10
autoencoder10
ipywidgets10
lstm10
paper10
hyperparameter-tuning10
transformer10
Programming languages (9)
Github contributions (5)
AIStream-Peelout/flow_docker
Aug 2020 - May 2024
Files needed to run flow-forecast as a container.
Contributions:1 review, 13 PRs, 71 pushes in 3 years 9 months
dockerforecastdeep-learningtime-series-forecastingwandb
AIStream-Peelout/flow-forecast
Aug 2019 - Jan 2023
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
Contributions:37 releases, 44 reviews, 3689 commits in 3 years 5 months
forecastingtime-series-analysistime-seriesclassificationautoencoder
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