Skills
Core computational frameworks, statistical methodologies, and technical stack applied across research and software development.
Machine Learning & Generative AI
Deep learning architectures, transformer pipelines, RAG systems, and predictive modeling.
PyTorch scikit-learn Hugging Face Transformers RAG LangChain Vector Databases Ollama
Statistical Modeling & Biostatistics
Probabilistic inference, causal analysis, time-series econometrics, and epidemiological data.
Bayesian Inference Panel VAR Survival Analysis Causal Inference Multivariate Analysis Hypothesis Testing Epidemiology
Programming & Data Science
Core computing languages, statistical computation, scientific workflows, and scripting.
Python R SQL STATA C++ JavaScript TypeScript Jupyter
Engineering, Tools & Cloud
Version control, containerization, reproducible scientific environments, and cloud infrastructure.
Git Linux / Bash Docker AWS LaTeX SPSS VS Code
Web Development & Frameworks
Interactive data-driven apps, RESTful web services, and modern static site architectures.
FastAPI Flask Streamlit Astro React HTML/CSS
Design & Multimedia Production
Scientific publication figures, UI/UX prototyping, visual branding, and video post-production.
Adobe Illustrator Photoshop InDesign Lightroom Figma Premiere Pro After Effects