Data Architecture & Engineering
| Building Data Foundation for AI
25+ years experience- Solutions & Delivery | Finance | SaaS | ERP | CRM
About me
I'm Ninette. I am a seasoned practitioner in Information Technology & Management- specializing in data architecture, engineering and governance (end-to-end data pipeline).
Over 25 years of building enterprise-grade and reliable data infrastructure, positioning AI/ML to perform at scale. I have helped large, global, top-tier companies achieve their business objectives in areas such as growth, operational cost reduction, and contractual/legal compliance. I have been a partner in startups. I also help local small business entrepreneurs navigate digitization and strategize AI roadmaps.
I do:
- Data Architecture (Analysis & Modelling, Management & Security/Access, Standards, Frameworks and Protocols)
- Design and development on any RDBMS
- Database conversion, transformation and integration
- ETL, BI/Analytics & Reporting on any tool
- Create system architecture design artifacts
- Create business case for technology adoption or implementation
- Advisory (first hour free on top of Intro Call)
- Tech Stack and more, please check out my Capability Matrix
Why work with me?
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Depth and Breadth in Data
With my many years of experience in IT deliveries and consulting, I provide data strategies and solutions to critical business issues, ranging from data/database architecture, database development, BI & Analytics, ETL/Migration/Transformations, and spearheading multiple data-centric initiatives.
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Strategy & Delivery Expert
Experienced and competent in planning and execution of projects from business scoping/requirements, design, execution plans, up to implementations. I can quickly jumpstart and solve crisis projects.
I am proficient in crafting individualized solutions while incorporating industry standard frameworks and principles to produce flexible, scalable and enduring products, yielding ROI.
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People/Organization and Process Aware
I assist in solving business problems by retrofitting technology solutions into their people structure and internal processes, and not the other way around. I always engage clients in a more fluid technology solution adoption to avoid significant business disruptions.
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Entrepreneurial Spirit
I have been a co-founder of startup ventures and have assisted non-profit initiatives, where I gained a customer-service mindset in addition to my 15+ years of consulting experience.
Capability Matrix
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Technology Domains
Data Architecture, Governance & Engineering (Data Modelling, Conversion, Transformation, Migration, Integration)
IT & Consulting Delivery (Strategy, Digital/Cloud Platforms, SaaS)
Reporting/Dashboarding (BI, Analytics, AI)
Application & System Integration -
People & Soft Skills
Leadership, Team Building & Organization Management Consulting, Strategy, Project Management, Business Requirements/Analysis, Vendor Management, Change/Risk Management, Legal knowhow
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Business Domains
Financial Services (Banking, Capital Markets, Credit Cards, Securities, Wealth, Insurance)
ERP, CRM
Food Distribution
Start-up Companies/SMBs
E-commerce, Retail
Consumer Advocacy, Legal
Mining -
Technology Tool Stack
Databases: Oracle, SQL Server, DB2, Sybase, MySQL, Aurora, Databricks, Snowflake, CockroachDB
AI: ChatGpt, Grok, Gemini, Copilot, Claude
Architecture: Microservices/SOA styles, MVC, LAMP/LEMP stacks, N-tier/Client-server/Legacy
Cloud Platforms: AWS / Lightsail, Azure, GCP
Data Tools: Oracle Product Suite, Microsoft Product Suite, Google Product Suite, AWS Product Suite
Dev & PM tools: MS Project, Atlassian (Jira/Confluence), Slack, GitHub, WordPress, Adobe Product Suite
OS: Windows, Unix, Linux (Ubuntu, Nginx, Bitnami)
Methodologies: Agile, Scrum, Kanban, Waterfall, SDLC, PMLC