SPECIALIZING IN BUSINESS AUTOMATION & AI IMPLEMENTATION
Former private equity research analyst turned AI consultant and data scientist. Helps businesses streamline operations by automating tedious processes and identifying the right AI tools for specific challenges. Focus: making work more efficient, reducing manual tasks, and implementing practical AI solutions that actually work.
Monthly teardown of automation engagements, optimization experiments, and research notebooks. Each entry documents what worked in production and the trade-offs behind tool selection.
Behind the scenes of the GRPO engagement with a healthcare network. I outline the audit template used to capture fairness constraints, how we extended PPO with constraint critics, and the handoff rituals that kept clinicians confident in every recommendation.
Read articleNotes from building the Bayesian optimization loop that achieved a 67% Q-factor lift while preserving 8% fabrication tolerance. Covers the simulation harness, batching strategy, and how we quantified disorder robustness before taping out hardware.
Read articleA practitioner's walkthrough of applying LQR to the Goodwin oscillator for inventory planning. I detail how we calibrated macroeconomic drivers, stabilized oscillations, and translated the model into an operations dashboard for portfolio companies.
Read articleInterested in collaborating on business automation or AI implementation projects? Let's discuss how we can work together to streamline your operations and build practical AI solutions.