About Us

Executing essential business initiatives through the powerful intersection of Data, AI, and Cloud capabilities.

Vin Varghese
PE, MS, MBA

Vin Varghese, PE

Technical and Managerial Leader with 15+ years of experience in Data Engineering and AI/ML Operations (MLOps). Vin specializes in designing and delivering scalable data workflows and AI platforms in complex enterprise environments.

Education: MS Data Science (Georgia Tech), MBA (GWU), BS Mechanical Engineering (Purdue)
Expertise: MLOps, Data Architecture, Gen AI, IoT/Industry 4.0
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Platform Innovation

Led transition to Azure Fabric/Databricks for Federal Agencies, implementing CI/CD pipelines and Dockerized environments for high-accuracy predictive models.

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AI Transformation

Architected multi-agent semantic search systems (LangGraph) achieving 98% accuracy in automated financial reporting for PE-backed conglomerates.

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Enterprise Scale

Managed 35-person data teams at AT&T and led Data Strategy for F500 clients at EY, delivering prioritized roadmaps for multi-year AI transformations.

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Operational Excellence

Registered Professional Engineer who reduced non-defective warranty claims by 22% and increased manufacturing BOM standardization from 60% to 95%.

"Show You, Not Just Tell You"

We rapidly prototype proof-of-concept demos to help develop your data initiatives for program funding. We champion an AI-first, human-in-the-loop operating model, ensuring your people remain your most valuable assets while data products drive critical business decisions.

Core Service Domains

Strategic Services

  • Data, Analytics & AI Transformation
  • Competitor Benchmarking
  • Process Mapping & Gap Analysis
  • Governance (Operating Model & Org Structure)
  • Roadmaps of Prioritized Initiatives
  • Data Quality Policies & Procedures

Data Management

  • Modern Data Platforms
  • Data Products (Mesh / Fabric)
  • Data Migration & Engineering
  • CI/CD & Pipeline Management
  • Data Science & Generative AI

Technical Operations

  • DevOps Process & Coaching
  • MLOps Implementation
  • SAFe Agile Delivery

Industry Expertise

Telecommunications
Energy
Utilities
Manufacturing
Aerospace
Retail & Consumer Products

Contact Us

We'd Love to Hear From You

Feel free to contact us at: contact@awaresolutions.io

You can also use the form on the right. We appreciate your interest and look forward to hearing from you.

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