jimaworks Tech Consulting

Advising/Implementation/Analysis for Data Mining, GeoAnalytics, and Computer Vision

jimaworks founder Jim Antonisse spend 35 years in Research and Development for the US Government.

That experience drove into him an abiding committment to concrete, standards-based deliveries of advanced technologies in small, component-like packages

It is in that spirit that jimaworks Consulting offers the following structured approach to its analytics. The jimaworks approach is built directly on the industry-standard Data Mining process standard CRISP-DM, deepened with specific tools and tasking, and expanded to include Computer Vision as well as Data Mining. The key innovations that jimaworks adds to this process are:
- Modularlization of the standard stages of CRISP-DM
- per-stage pricing of jimaworks analytics
- per-stage deliveries to ensure satisfactory progress
- next-stage requirements to ensure well-founded results
- "off-ramps" at each stage for customer control of pause/stop of project

jimaworks' Cross-Industry Standard Process for Data Mining

Business Understanding

On Ramp: Business goals, risks, costs, benefits
Deliverable: Task definition $1200
Off Ramp: Result = Task Definition $1200

Data Understanding

On Ramp: Task Data goals, risks, costs, benefits
Deliverable: Task Data goals, risks, costs, benefits $1200
Off Ramp: Result = Task Definition + Data Analysis $2400

Data Preparation

On Ramp: Task Data goals, risks, costs, benefits
Deliverable: Task Data goals, risks, costs, benefits $1200
Off Ramp: Result = Task Definition + Data Analysis $2400

Modeling

On Ramp: Task Data goals, risks, costs, benefits
Deliverable: Task Data goals, risks, costs, benefits $1200
Off Ramp: Result = Task Definition + Data Analysis $2400

Evalation

On Ramp: Task Data goals, risks, costs, benefits
Deliverable: Task Data goals, risks, costs, benefits $1200
Off Ramp: Result = Task Definition + Data Analysis $2400

Deeployment

On Ramp: Task Data goals, risks, costs, benefits
Deliverable: Task Data goals, risks, costs, benefits $1200
Off Ramp: Result = Task Definition + Data Analysis $2400