RIVFD LLC | Consulting Contact

Data Engineering, Analytics, Applied AI

Modern consulting for teams that need reliable data and measurable decisions.

RIVFD provides consulting services in data engineering, analytics, and applied AI. Engagements are structured as scoped technical delivery projects or advisory support for corporate clients. Work focuses on reliable pipelines, metric consistency, and targeted workflow automation tied to revenue, cost, and operational performance.

  • Defined milestones, responsibilities, and acceptance criteria.
  • Technical design documentation for maintainable handover.
  • Delivery aligned to recurring business decision routines.
Contact by Email Business and Contact Info
7+ years across six industries Google Cloud, Python, SQL Project delivery + advisory support

Service Scope

Execution and advisory support from architecture design to production delivery.

Data Engineering Architecture

Design and implementation of ingestion, transformation, orchestration, and monitoring patterns in cloud environments, especially Google Cloud.

Analytics and BI Delivery

SQL and Python modeling, KPI definition, metric governance, and dashboard implementation in Power BI and Tableau.

Applied AI Workflow Integration

Practical AI/ML integration and orchestration flows, including tools such as Flowise, embedded into existing operational systems.

Representative Use Cases

Illustrative examples of common project types. Outcomes depend on context, data quality, and implementation scope.

Revenue Analytics Pipeline

Unify CRM, billing, and transaction data into a governed model used for revenue bridge and pipeline quality reviews.

Forecasting System

Build forecasting workflows that combine historical transactions with operational drivers and routine error tracking.

Operational Dashboard Program

Deliver standardized dashboards for throughput, SLA, quality, and utilization with clear ownership and metric definitions.

AI Workflow Assistant

Deploy assistant flows for triage, summarization, and drafting inside existing tools, with human review and auditability.

Data Platform Modernization

Replace legacy scripts and spreadsheet dependencies with orchestrated cloud pipelines, monitoring, and controlled release practices.

Metric Harmonization Initiative

Create shared KPI definitions and governance rules so finance, operations, and leadership use consistent business metrics.

Engagement Structure

Most projects follow three practical phases with defined checkpoints and handover requirements.

About

RIVFD brings 7+ years of delivery experience across customer electronics, chemicals, banking, manufacturing, e-commerce, and media.

Background

Engagements have covered end-to-end delivery from architecture design and pipeline automation to production reporting and KPI governance.

Projects are organized around real operating decisions made by finance, operations, and commercial teams.

Technical Focus Areas

  • Cloud platforms with emphasis on Google Cloud
  • Python and SQL for data processing and modeling
  • AI/ML frameworks and orchestration tooling, including Flowise
  • BI delivery in Power BI and Tableau
  • Pipeline automation, KPI design, and metric governance

Need support on a specific data or AI delivery challenge?

Share a concise summary of your current bottleneck. Responses focus on feasibility, scope options, and practical next steps.

Email hello@rivfd.net Call +357 96 223441

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