ARTIFICIAL INTELLIGENCE
DATA SCIENTIST
M. DAVIS
PORTRAIT // SPEC
M. DAVIS
DATA SCIENTIST
SL_03
LINKED PROJECT PREVIEWS
01 ASSIGNED SYSTEMSVIEW PROJECT DOSSIERarrow_forward
PHILOSOPHY
"Data is the foundation of autonomy. High-fidelity predictive modeling transforms complex telemetry into actionable intelligence."
The approach to systems engineering relies on radical reduction—removing layers of abstraction to expose the raw mechanics of the platform. We build for resilience, prioritizing stark efficiency over decorative complexity.
TECHNICAL STACK & IMPACT
AI PIPELINESpsychology
PYTORCH & TENSORFLOW
Trained specialized transformer models optimized for quantization and accelerated local edge deployment.
DATA WAREHOUSINGdatabase
CLICKHOUSE & DUCKDB
Designed columnar analytical engine integrations capable of querying terabyte-scale audit logs in under 100ms.
ORCHESTRATIONschema
AIRFLOW & DAGSTER
Built fault-tolerant ETL DAGs processing daily transactions for enterprise financial partners.
TRAJECTORY
2023 — PRESENT
LEAD DATA SCIENTIST | STACKSMITH LABS
Directing predictive analytics research, generative AI integrations, and model optimization.
2020 — 2023
QUANTITATIVE RESEARCHER | QUANTUM ALGO
Built high-frequency algorithmic execution models and statistical arbitrage systems.