About Me
Lead Data Scientist with 10+ years of experience delivering impact through machine learning, experimentation, and large-scale data systems. A player-coach leader—mentoring teams, developing collaborative roadmaps, and communicating complex insights clearly to both executive and non-technical stakeholders.
Core Expertise
- Experimentation & Causal Inference: A/B testing, uplift modeling, observational study design
- Machine Learning & Modeling: Predictive modeling, segmentation, ensemble methods, time-series
- Strategic Communication: Executive briefings, stakeholder alignment, technical storytelling
- Leadership & Mentorship: Coaching junior data scientists, fostering collaboration in remote teams
Tech Stack
- Languages: Python, SQL
- Libraries/Frameworks: scikit-learn, NumPy, pandas, Dask, XGBoost, Plotly, Matplotlib, Seaborn
- Tools: Docker, Git, Jupyter, GitHub
- Cloud & Deployment: CANFAR, containerized ML pipelines, CI/CD workflows
Interests
- Data visualization, AI ethics, scientific communication
- Rock climbing, cycling, martial arts (Aikido), street photography