Applied work,in high-stakes systems.

A curated snapshot of problems we solve in production.

Services

Research & Analytics

Quantitative analysis, forecasting, and decision-support systems.

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Blockchain

Reliable infrastructure, time-series predictions, and data verification systems.

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Automation

Workflow automation, integrations, and reliable operational tooling.

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Selected work

Products we have shipped, systems we are actively developing, and examples we have built. For the full range of what we offer, see the services above.

We have been running Resonance Oracle, a top signal provider on the Flare Network, since July 2025, with zero operational issues and every reward-eligibility requirement met since deployment, making us one of the most reliable infrastructure providers on the network. Resonance contributes across multiple operational layers of the network's enshrined protocols: time-series prediction algorithms for the FTSO, data verification services for FDC and staking services for FLR holders. For more information, check out the website, which surfaces live performance trackers read directly from on-chain smart contracts, tips for delegators, and news about the ecosystem.

Quantitative Forecasting

Our FTSO price-prediction engine consistently ranks among the top algorithms on the Flare Network. It combines real-time data from tens of centralised exchanges with advanced statistical and machine-learning techniques, and its pipelines are continuously back-tested, monitored, and retuned as market conditions shift.

Performance is scored on-chain against every other provider in every voting round. The leaderboard below shows the network's leading data providers by normalized reward share, alongside the network median for comparison.

#	Provider	Normalized Reward Share (%)	Primary Band Accuracy (%)	Secondary Band Accuracy (%)	Uptime (%)
1	Catenalytica	1.435	84.20	99.79	100.00
2	Bushido	1.412	82.47	99.42	100.00
3	PriceKraken	1.410	82.52	99.06	100.00
4	Resonance	1.321	72.36	99.63	100.00
5	Envision	1.281	70.94	97.47	100.00
6	FlareBase	1.273	65.73	99.56	100.00
7	FTSO Paris	1.263	64.66	99.69	100.00
…
—	Median provider	1.050	47.20	93.51	99.90

Flare Systems Monitor

A complex monitoring tool built around researched attack patterns: game theory, Byzantine fault tolerance, Sybil attacks, and related vectors. It tracks blockchain activity directly, flags unusual traffic against a maintained register of active contracts, and continuously verifies that core contracts and protocols are operating within expected bounds. Slack notifications fire on any deviation from normal. The monitor has proven essential in catching issues early, which has become increasingly important with the network's rapid growth in recent times.

Flare Time-Series Analytics Platform

A live dashboard tracking on-chain prices from the FTSO protocol alongside trades across tens of centralised exchanges. The platform measures FTSO feed accuracy against centralized exchange prices, monitors stability, and rewarding status, and integrates Slack notifications when feeds deviate from CeX values.

Personal Finance Dashboard

A locally-run dashboard for tracking personal finances. The app reduces import time by parsing PDF bank statements directly, supports multiple accounts each with their own categorisation rules, and learns user behaviour over time, with optional LLM integrations for harder-to-categorise transactions, all while keeping sensitive data on-device. It includes monthly and annual spending graphs, budgeting, and more.