ian_chen@ds-node:~
$ python load_profile.py
Loading neural weights... [OK]
Initializing models... [OK]
Dr. Ian Chen
Data Scientist | Machine Learning Engineer
Turning petabytes of chaos into actionable, predictive intelligence. Specialized in NLP, Transformers, and scalable data pipelines.
Research & Publications
NeurIPS 2025
Efficient Attention Mechanisms in Edge Devices
Proposed a novel sparse attention pattern reducing VRAM usage by 40% on mobile hardware without accuracy loss.
ICML 2024
Adversarial Robustness in Financial Time-Series
Developed a framework for detecting data poisoning attacks in automated high-frequency trading models.
Open Source Models
FinBERT-Lite
A distilled version of BERT fine-tuned on financial corpora. 10x faster inference.
View on HuggingFaceGeoSpatial-Predictor
PyTorch library for forecasting weather anomalies using satellite imagery and Graph Neural Networks.
View on GitHub