Murali Makkena - Fractional CTO and Healthcare AI Leader with 20+ years experience in data engineering

Murali Makkena

Hands-on engineering and data leader with 20+ years of experience building platforms, AI systems, and high-performing global teams. My career spans healthcare, SaaS, and government health agencies — most recently as VP / Head of Data & Engineering.

I believe in building systems that actually work in the real world: systems that clinicians trust, leadership can govern, and engineering teams can scale.

I founded Nuvii Partners as an independent practice to help healthcare organizations ship faster, make better technology decisions, and adopt AI responsibly — without the overhead of a full consulting firm.

Career Journey

Oracle

Architect → Director of Engineering

Enterprise SaaS Leadership
  • Led global team of 50+ engineers and senior managers across US and India
  • Owned four enterprise SaaS products used by thousands of enterprise customers: Customer 360, Contact, Asset, and Sales Predictor
  • Led modernization of Oracle legacy CRM into cloud-based Oracle Sales Cloud and CX Cloud
  • Delivered first ML-powered capabilities inside Oracle's enterprise suite
  • Built Sales Predictor from prototype to fully commercialized offering using machine learning for whitespace analysis and lead scoring (Patented)

GRAX

VP of Engineering

Startup Leadership
  • Built B2B Data Value Platform enabling enterprises to extract Salesforce data to their own AWS/GCP/Azure environments for analytics and AI/ML workflows
  • Scaled platform from 2 → 60+ enterprise customers including Dell, Novartis, and Pepsi
  • Recruited and scaled high-performing distributed engineering team across US, Ukraine, and Latin America
  • Led GRAX through SOC 2 compliance
  • Brought engineering rigor and operational discipline while balancing startup speed with enterprise reliability
  • Learned to think like an entrepreneur - driving impact through early wins and translating technical goals into business outcomes

Amwell

VP / Head of Data & Engineering

Healthcare Transformation
  • Reported to CTO/CIO to transform Amwell into a data-driven organization after joining with fragmented legacy infrastructure
  • Built modern, scalable data platform with unified governance, quality controls, and AI/ML enablement
  • Scaled engineering teams across Eastern Europe (2 teams), Colombia (1 team), and US - including full-stack, data engineers, DevOps, platform engineering, and QA
  • Built HIPAA- and FedRAMP-compliant data platform for Defense Health Agency telehealth supporting U.S. service members and their families
  • Designed custom replacements for unsupported AWS GovCloud services with zero-trust architecture and cleared engineering team
  • Established CI/CD pipelines, observability, reliability standards, and quality ownership culture
  • Created cross-functional data steering group for stakeholder alignment and shared priorities

Areas of Expertise

Fractional CTO & Technology Advisory

Strategic leadership for data and AI initiatives, architecture modernization, and executive decision-making

Data & AI Strategy

Design of enterprise data strategies, AI roadmaps, LLM-based solutions, and outcome-driven roadmaps that drive measurable business and clinical impact

Healthcare Data Modernization

Deep specialization in interoperability, FHIR, HEDIS/quality measures, population health, and clinical analytics

Cloud Architecture & Compliance

Experience building cloud-native platforms aligned with HIPAA, SOC2, NCQA, HITRUST, and FedRAMP requirements

Team & Platform Scale-Up

Scaled engineering teams and products from early-stage to enterprise adoption, balancing innovation with reliability

My Approach

1

Understand Your Mission

Deep alignment on goals, constraints, and current state before making any recommendations

2

Build a Clear, Pragmatic Plan

Architectures and roadmaps that match your stage — not a theoretical future state

3

Ship in Small, Valuable Increments

4–6 week cycles that deliver outcomes quickly and visibly

4

Leave You Stronger Than Before

Your team should operate confidently without me — with the right architecture, documentation, practices, and hires in place

How I Work

You work directly with me. I lead architecture, strategy, and execution personally.

When needed, I bring in senior ML engineers, experienced data engineers, full-stack engineers, DevOps/SRE, and UI/UX designers from my trusted network.

Only when required — no junior layers, no unnecessary overhead.

Personal Note

I believe deeply that good architecture and good data can improve patient outcomes and change lives. My work is driven by a simple principle: Make healthcare technology faster, safer, and more impactful — for clinicians, patients, and the teams building the future of care.