Operational systems for the next industrial age.

Problem

Jobs, due dates, and status lived in separate tools and in people’s heads, so every handoff needed a conversation.

System

One place to plan the queue against capacity, see the state of every job, flag exceptions to the right people, and refresh the numbers each morning on their own.

Result

Coordination moved from conversations to a shared board. Managers plan from the same view the floor works from.

My roleProblem framing · Workflow and product design · Architecture · Implementation · Testing and rollout

Problem

Deciding what to keep, discount, or retire meant pulling sales, inventory, and margin out of several systems by hand, and the answer changed with who did the pulling.

System

A review layer that scores every product on velocity, sell-through, and stock, runs the heavy analytics in the background, and routes decisions through structured approvals.

Result

Reviews happen on a schedule with the same evidence every time, and the app stays fast because the analysis never runs on the page.

My roleDecision model · Workflow and UX · Data architecture · Cloud implementation · Production hardening

Problem

Every new product meant reading mockups and spec sheets, then typing the same details into the store, variant by variant.

System

Vision models and deterministic rules read the inputs and produce complete, validated product records. A person reviews each one before anything reaches the store.

Result

Setup turned from a chore into a review. People spend their time on the judgment calls, and nothing publishes without approval.

My roleWorkflow model · Product and UX · AI and rules design · API architecture · Acceptance and verification

Problem

A stock report lists every variant at zero without saying which ones matter.

System

A daily model estimates the sales lost to each stockout from that variant’s own history, then ranks the gaps into an auditable queue.

Result

The restock conversation starts with the biggest losses instead of the longest list.

My roleBusiness logic · Forecasting model · Data architecture · Decision UX · Reliability and boundaries