🍁 ML Engineer @ Netflix · Waterloo & McGill alum
Toronto → Waterloo → Montreal → New York → Seattle → San Francisco
Makes things. Some of them even useful.
Core contributor to Metaflow.
- 🔩 metaflow-backend-kit — Scaffold, validate, and compliance-test Metaflow compute backends
- 📜 metaflow-contracts — Catch bad data between Metaflow steps before it corrupts your pipeline.
- 🔬 metaflow-dataprofiler — Instant EDA reports on every DataFrame in your Metaflow steps — zero code changes.
- ✋ metaflow-hitl — Pause Metaflow pipelines for human review with zero compute cost
- 🗄️ metaflow-local-service — Track Metaflow runs anywhere without a database — starts on demand, stops when idle.
- 🔧 metaflow-mcp-server — Ask your agent to inspect runs, logs, and artifacts instead of writing debug scripts.
- 🔔 metaflow-notifications — Step failure alerts for Metaflow pipelines.
- 🧰 metaflow-orchestrator-kit — Build correct Metaflow orchestrators with a compliance test suite and scaffold
- 🎛️ metaflow-optuna — Parallel hyperparameter tuning with true adaptive TPE — no sequential bottleneck.
- 🔥 metaflow-profiler — Flamegraph profiling card for Metaflow steps.
- 🚀 metaflow-serve — Deploy ML models from Metaflow flows with full lineage tracking.
- 🪶 metaflow-serverless — Serverless Metaflow metadata service — free-tier Postgres, zero setup.
- 📈 metaflow-traincard — Live loss curves, GPU telemetry, and checkpoints in your Metaflow run card.
- 🌐 metaflow-akash — Run Metaflow steps on Akash's decentralized cloud without vendor lock-in.
- 🐟 metaflow-bacalhau — Run Metaflow steps on distributed Bacalhau compute without rewriting your workflow.
- 🏗️ metaflow-gha — Run Metaflow steps on free GitHub Actions VMs — no cloud account needed
- ⚡ metaflow-modal — Run Metaflow steps on serverless GPUs — no infrastructure to manage.
- 🔐 metaflow-phala — Run Metaflow steps inside Phala Cloud TEE CVMs with one decorator.
- 🏖️ metaflow-sandbox — Metaflow steps in millisecond-start sandboxes with cloud-scale fanout and consistent deps.
- 🔷 metaflow-dagster — Dagster scheduling, observability, and UI for your Metaflow pipelines.
- 🦅 metaflow-flyte — Schedule and monitor your Metaflow pipelines through Flyte without rewriting them.
- 🌊 metaflow-kestra — Kestra scheduling, triggers, and UI for your Metaflow pipelines.
- 🧙 metaflow-mage — Mage pipeline orchestration and UI for your Metaflow flows.
- 🛰️ metaflow-prefect — Prefect scheduling, deployments, and UI for your Metaflow pipelines.
- ⏱️ metaflow-temporal — Temporal scheduling, durable workflows, and UI for your Metaflow pipelines.
- 🌪️ metaflow-windmill — Windmill workflow automation and UI for your Metaflow pipelines.
- ⭐ awesome-metaflow — Every Metaflow extension worth knowing, curated and organized.
- 📊 agent-insights — Persistent dashboard that scores every AI coding session and auto-applies project instruction-file fixes.
- 🧩 claude-skills — Reusable slash-command workflows that make Claude Code reliable on complex tasks.
- 🗺️ deeprecon — Map markets, score white-space, and generate DD reports before you build.
- 🧭 elicit — Know what to build next from your customer interviews.
- 🔎 evidencekit — Multi-provider web search — parallel fanout across 12+ providers with policy routing, dedup, and rerank.
- 🕵️ github-roast — Detect PR farming and rank OSS contributors for program admissions in minutes.
- 👻 ghostwriter — Autonomous AI content engine with anti-slop quality gates.
- 🔀 interchange — Route multi-agent tasks to the right AI model — automatically
- 🗜️ kompact — LLM context compression proxy — 40–70% token savings, zero code changes.
- 💬 morphly — Write once, land differently for everyone — adapts messages to each recipient's communication style.
- 🎨 oh-my-claude — Real-time context, spend, CI, and runtime status inside Claude Code.
- ⚙️ rampart — Durable LLM agent runtime — crash recovery, budget limits, and permission enforcement built in.
- 🧵 sagaflow — Run durable agent workflows that outlive your session.
- 🔭 sessionlog — Real-time ingestion and storage for AI coding agent sessions.
- 🔁 session-sync — Switch from Claude Code to Codex or any AI coding agent without losing your session
- 📏 skill-bench — A/B test your Claude Code skills with statistical rigor
- 💳 stripe-analytics-mcp — 30-second Stripe morning check: MRR, churn, failed payments, and expiring trials.
- 🪄 summon — Summon a working project from a single sentence.
- 🐝 swarmd — Mission-enforced Claude runtime — refuses to stop until your success criteria pass, durable across crashes.
- 📰 upshot — One daily brief that deduplicates and prioritizes all your newsletter and RSS inputs.
- 🔓 clawbreaker — Dynamic, adversarial sandbox testing to catch malicious OpenClaw skills before install.
- 🛡️ memshield — Stop memory poisoning attacks on your AI agents.
- 🤠 outclaw — Inline content firewall for secrets, prompt injection, unsafe domains, and risky tool calls.
- 🔗 ibc-explorer — Trace multi-hop IBC transfers, decode denom hashes, and catch stuck packets
- 🦞 moltbook-analysis — Forensic teardown of an AI-only social network. (Read the report)
- 📦 nebraska-analysis — Find the packages your entire supply chain depends on without knowing it
- 🟠 ordisat — Query Bitcoin addresses, Runes tokens, and Ordinals inscriptions in one API call
- 📉 perpscan — Cross-chain perpetual DEX analytics — unified positions, liquidations, and funding rates
- 🔮 predictle — Endless Wordle-style game: rank live Manifold prediction markets by probability.
✈️ skypulse — Zero-setup browser globe tracking 6,000+ live aircraft in real time.- 🚢 spyglass — Real-time global ship traffic map with live AIS and instant drill-down.
- 🏷️ airline-codes — Lightweight npm dataset for airline IATA/ICAO lookups.
- 🧱 cssbox — Fast embeddable Rust CSS layout engine for document rendering without a browser.
- 💻 localbatch — Test AWS Batch workloads locally without an AWS account.
- 🚔 oxicop — 2-30x faster RuboCop-compatible linter in Rust with parallel checks.
- 🏜️ sandrun — Run code in fast, isolated cloud sandboxes — swap backends without rewriting your integration.
Digital adaptations of classic board games — vanilla HTML/CSS/JS, no dependencies.
- 🏭 brass-birmingham — Full-fidelity digital adaptation with hotseat multiplayer and era-accurate gameplay.
- 🍔 food-chain-magnate — Browser adaptation with complete rules, milestones, and procedural maps.
- 🌌 galactic-uprising — Asymmetric rebellion-vs-empire strategy with hidden-base pressure and AI opponent.
- ⚔️ mage-knight — Solo deckbuilding conquest with deep tactical combat and rich map generation.
- 🎲 too-many-bones — Solo dice-builder RPG adaptation with tactical grid combat and branching encounters.
- 💍 war-of-the-ring — Browser-based asymmetric epic with hidden Fellowship movement and Shadow AI.
- 🏠 centris — Montreal home-price prediction pipeline.
- 📺 friends-chatbot — Chatbot built on the Friends TV corpus.
- 🧠 MemN2N — End-to-end Memory Networks in Theano.
- 💡 MemNN — Memory Networks in Theano.
- 🧬 RNN-EM — RNNs with external memory.
- 🗣️ ubottu — Next-utterance classification.
