Operations · AI Deployment · Systems Builder
I close the gap between strategy and production. I build AI pipelines, operational engines, and revenue-aware systems that turn business cases into deployed infrastructure.
Featured Build · Claude API · Vercel
Post-call intelligence for GTM teams. Paste a sales call transcript and get a structured deal summary, objection map, next steps, risk flags, and a ready-to-send follow-up email — in seconds. Built on the Claude API with a Vercel serverless proxy. Designed to cut deal review time from 30 minutes to under 2.
Live Demo →Built the ROI model and business case that secured executive go/no-go. Designed the experiment framework, ran the controlled pilot, and drove production rollout. The system now autonomously resolves the majority of enterprise interactions with human-in-the-loop controls and zero post-launch instability.
A three-stage pipeline that merges CRM, Support, and Product usage data to surface churn risk before it shows up in the numbers. Risk classification, strategic recommendations, and a three-panel executive chart.
Automated action-item extraction from meeting transcripts into Jira-ready tickets. Python pipeline with a dedicated extraction layer, CRM cross-referencing, and auto-escalation for high-value accounts.
Rule-based AI classification of 1,000 synthetic support tickets across 7 categories, achieving 87.2% accuracy. Full performance analysis, a three-panel chart, and a case study documenting the logic-ordering optimization that lifted accuracy by 11 percentage points.
Side builds and experiments. Built out of genuine curiosity — at the intersection of education, finance, and energy infrastructure.
Bilingual voice math tutor for Grade 1–3. Built on ElevenLabs TTS and Web Speech API. No backend, no install — runs entirely in the browser. Graceful TTS fallback when credits run out. A full product loop from idea to live demo.
Live Demo →Real-time power grid monitors for ERCOT and PJM markets alongside sovereign yield curve trackers. Built at the intersection of finance, energy, and live data feeds — intellectual curiosity made visible.
View Repository →Bilingual EN/FR. Based in Gatineau, QC. Open to remote roles across Canada. Currently targeting operations, AI enablement, and product ops positions.