Skills & Certifications

I'm great at Data Analytics, Science, and Visualization. I'm learning and improving my AI skills and AI and Data Engineering skills.

Skills in Action

AWS serverless and CDK

EventBridge, SQS and Lambda pipelines with KMS-managed secrets and CI security scans.

Fantasy Football Agent

Data analytics

Analysis and visualization from raw data to dashboards.

Data Analytics

ML and LLM evaluation

LLM vs. logistic baseline, calibration and pre-registered backtests.

Tick Forward

AI tooling and training

Token usage, cost, local model runs and the Claude Code skills I have built.

AI Usage and Training Skills on GitHub

Full-stack TypeScript

Node/Colyseus server, React + Phaser client, Supabase Postgres, 570+ tests.

Farmstead World

Technical Skills

Machine Learning

LLM fine-tuning (Qwen3-4B, 4-bit adapter) PyTorch Local model training (Laya) Financial data interpretation (Laya) Calibration (Brier, ECE) Logistic/ridge baselines AUC/F1 Bootstrap CIs Leakage-safe backtests

Data Skills

pandas Logistic regression Statistical analysis PostgreSQL (RLS) Tableau Power BI Excel

AI / LLM

Claude API Jev API Tool use / forced schemas RAG Agent design LLM evaluation & drift detection Confidence gating

Programming Languages

Python R Java SQL TypeScript JavaScript

Backend & Cloud

FastAPI Node.js Colyseus React REST APIs Stripe AWS Cloud Systems

DevOps & Tools

GitHub Actions CI/CD pytest bandit pip-audit Secret scanning Load testing Git Supabase Claude Code

Certifications

Currently Learning

Claude Certified Architect Foundations AWS Cloud Practitioner AWS AI Practitioner AWS AI Business Strategist GitHub Foundations Snowflake SnowPro Core