Santhosh Balasa

ScopePay helps freelancers and clients agree on a specific version of project scope before payment. AI proposes catalog-backed deliverables from a brief, but the server sets every price. The merchant reviews the scope, the buyer accepts its exact hash and amount, and checkout runs through PayPal sandbox. A live demo completed three sandbox captures, and the project has 125 automated tests. Sandbox only; no real money or escrow.

Encore Commons helps groups of two to four choose a venue that works for everyone. It uses Qloo cultural-affinity data to score each candidate for every participant, ranks by the least-satisfied person, and treats vetoes as hard exclusions. In a recorded provider run, all 24 candidates had scores for all three participants; a veto replan took 2.45 seconds without another API call. It does not verify hours, prices, accessibility, or availability.

Mender investigates broken Kubernetes services, identifies a likely root cause, patches only approved files, tests the fix in a network-isolated Docker container, and prepares a PR for human review. In an evaluation of 23 injected faults, 20 fixes passed verification and 9 root causes matched strict labels. Median time from collected evidence to a prepared PR was 33.8 seconds. Nothing merges automatically.

TurnProof AI is an offline advisory prototype for airport turnaround recovery. It turns synthetic ground-service updates into a dependency timeline, rejects infeasible recovery options before ranking, and produces evidence-linked decisions for human review. Across 34 synthetic fixtures, it recommended an option in 27 cases, abstained in 3, and reported no feasible option in 4. No live AI provider or operational integration is claimed.

RollbackIQ is a GitLab-native incident recovery workflow for releases that degrade service health. It detects sustained regressions, prepares an evidence-backed rollback proposal, requires human approval, runs 18 safety checks, and measures service health after rollback before declaring recovery. Its Duo agent investigates and recommends but cannot deploy or approve changes. In a GitLab pipeline, the gate passed 18/18 checks and post-rollback verification measured 200 requests with no errors.