curatedengineer.com
Projects Ask the desk Notes Contact
Projects
01 / 06
Six projects, one active card at a time. Select a title, then turn the card to read more.
Project index
01 Predictive Maintenance at Sea DFDS ship telemetry and predictive maintenance. SHIPPED Data Science Intern, DFDS, Mar 2023 to Aug 2023 Read project details Built a real-time pipeline for more than 200 sensors per ship and predictive-maintenance models over live and historical data.
Delivered in 2023. The card's full claim and limits remain available when JavaScript is enabled.
02 Bridge AI Monitoring System Computer vision for maritime safety operations. SHIPPED AI Project Lead, DFDS, Dec 2023 to Aug 2024 Read project details Built computer-vision monitoring, an AWS ingestion pipeline, and a live operator portal for safety breaches and onboard metrics.
Field research ran on the Istanbul to Trieste route. The fleet-wide rollout was a mandate, not a claimed delivery.
03 Invisible AC Portable window cooling, in bench validation. ONGOING Independent, May 2026, ongoing Read project details Designing a drilling-free cooling system for European casement windows with a sealed indoor refrigerant circuit and glycol heat rejection.
Still in Phase 1 bench validation. Fan power, noise, and capacity remain unvalidated.
04 Multi-Strategy Systematic Fund Five paper-trading strategies with a control. PAPER Independent, Nov 2025, ongoing Read project details Runs five paper-trading books against the same universe, including a deterministic quant control and realistic costs.
No edge is claimed before the pre-registered 60-day and paired-test threshold.
05 Pari iOS wine journaling with taste modeling. ONGOING Independent, Jan 2026, ongoing Read project details Building an iOS wine journal that scans labels and learns a personal taste graph from logged bottles.
Uses feature-hashed embeddings and a twin-weighted rating with a cold-start fallback. It remains in progress.
06 Earnings-Call Evasiveness Classifier Three-class classification with a stacking ensemble. CAPSTONE Capstone, UNC, Jan 2026 to May 2026 Read project details Built a stacking ensemble for Direct, Partially Evasive, and Fully Evasive executive answers.
Reported 0.71 F1 against a 0.61 human pairwise floor and a Krippendorff alpha of 0.38.
Ask the desk
Selected work Select a work to focus the desk.
Ask about this work
Ask whether he fits the role you are hiring for, or how any of this was built.
Answers only from this portfolio.
The desk assistant requires JavaScript. The project index and details above remain available without it.
Notes
The work is technical, but the through-line is judgment: find the uncertain part, make it legible, and test it before making the claim.
These are working systems and honest records of their limits. Some have shipped into operations, some are still on the bench, and each entry keeps that distinction visible.
If a project suggests a useful conversation, get in touch .