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Portfolio

Projects Overview

Major enterprise solutions and transformations delivered across multiple industries

Shared in a personal capacity; figures are approximate. See section 7 of the Terms of Use.

Enterprise GenAI & AI Agents

Rolled out enterprise GenAI and AI agents with production-grade architecture, governance, and guardrails suited for regulated fintech and healthcare environments.

GenAI
AI Agents
MCP Server
Policy-as-Code
LLMOps
  • ✓Launched 10+ production AI agents for delivery, knowledge & incidents
  • ✓Deployed guardrails reducing anomalies and toxicity by >20%
  • ✓Cut manual incident triage by ~45% through agentic workflows
  • ✓Embedded policy-as-code controls for requirements-to-implementation traceability
Custom Product Development

Built and shipped regulated fintech and healthcare products end-to-end—owning roadmap execution, architecture decisions, and release governance to drive measurable outcomes.

Product Engineering
Enterprise Architecture
Cloud-Native
Agile Delivery
  • ✓Expanded regulated healthcare digital portfolio, driving 60% increase in IT-driven revenue
  • ✓Led cross-border engineering teams across 2 countries and 5 time zones with full compliance
  • ✓Implemented release governance reducing change-window incidents by ~65%
  • ✓Modernized legacy to cloud-native, improving performance by 45% and cutting costs by 40%
Hybrid Cloud Optimization

Optimized a $10M+ hybrid cloud estate by instituting unit economics (capacity and unit-cost SLOs) and enforcing cost and security guardrails across the portfolio.

AWS
Azure
OCI
Hybrid Cloud
SLOs
  • ✓Optimized $10M+ cloud spend across 10+ apps with ~30% run-rate reduction
  • ✓Unified 5+ business lines across multi-cloud achieving 100% visibility along with consistent governance
  • ✓Cut cloud cost anomalies by >40% via institutionalized detection and response
  • ✓Sustained savings through automation without additional headcount
Healthcare Digital Platforms

Modernized healthcare platforms to cloud-native services, enabling scalable integrations for clinical and operational workflows.

AWS
Microservices
Containers
Kubernetes
Healthcare
  • ✓Architected Televisit, Care Management, RPM, and EMR Integration platforms
  • ✓Delivered Care Management & RPM platforms driving 60% IT revenue growth
  • ✓Modernized legacy monoliths to cloud-native with 45% performance gain
  • ✓Consolidated 10+ applications, cutting infrastructure costs by 40%
Agentic AI Operational Intelligence

Implemented a policy-driven, self-healing AIOps capability to automate detection, diagnosis, and remediation for recurring incident patterns.

Agentic AIOps
MCP Server
Workflow Orchestration
SRE
  • ✓Automated top incident patterns reducing manual triage by ~45%
  • ✓Improved platform stability by ~35% eliminating repeat incidents
  • ✓Reduced infrastructure footprint by ~25% via targeted optimization
  • ✓Cut MTTR by ~50% with standardized self-healing playbooks
Full-Stack Observability

Built full-stack observability with SLOs and executive scorecards to improve reliability outcomes, reduce noise, and lower on-call load.

Dynatrace
Prometheus
Grafana
ELK
Zabbix
  • ✓Delivered 100% visibility across $10M hybrid cloud estate
  • ✓Reduced monitoring noise by ~50% improving signal quality
  • ✓Cut severe risks by ~60% via event correlation and guardrails
  • ✓Integrated Cisco Meraki, SD-WAN, ACI, UCS, and VMware with ≥99.95% uptime
Secure SDLC & DevSecOps

Embedded Secure SDLC and DevSecOps into pipelines—implementing shift-left security, secure coding, CI/CD security, and SCA/SAST/DAST scanning.

Secure SDLC
Shift-Left
SCA / SAST
DAST
CI/CD Security
  • ✓Instituted shift-left security practices and secure coding guidelines across teams
  • ✓Hardened CI/CD pipelines with automated SCA, SAST, DAST, and secrets scanning
  • ✓Achieved ~70% control automation and 100% asset inventory coverage
  • ✓Strengthened audit readiness while reducing open vulnerability findings by >65%
Business Continuity & DR

Designed and implemented business continuity and disaster recovery across hybrid and multi-cloud environments to strengthen resiliency and reduce recovery time.

BCDR
Disaster Recovery
Multi-Cloud
Reliability Engineering
  • ✓Built DR program spanning 4 data centers with ~40% faster recovery
  • ✓Implemented continuity patterns across AWS, Azure, and OCI
  • ✓Standardized failover readiness for 10+ critical applications
  • ✓Embedded DR practices into operating model seamlessly
Loan Analytics & Fraud Detection

Built a consolidated analytics and decisioning platform for lending metrics, risk modeling, and fraud detection to improve portfolio health and operational efficiency.

Snowflake
Data Analytics
Risk Modeling
Fraud Detection
  • ✓Reduced bad loans and pay-off debt outcomes by ~25%
  • ✓Delivered risk modeling on Snowflake with 80% performance gain
  • ✓Cut operating costs by $500K/year through cloud adoption
  • ✓Standardized data definitions across lending and risk teams
Loan Platform Consolidation

Consolidated loan platforms and executed a full data-center exit to reduce OpEx, standardize releases, and accelerate regulated delivery.

Platform Consolidation
Cloud Migration
CI/CD
Release Standardization
  • ✓Achieved 100% data-center decommission with zero disruption
  • ✓Delivered ~30% IT OpEx savings via infrastructure retirement
  • ✓Standardized release pipelines across 10+ applications
  • ✓Accelerated time-to-market with modern delivery pipelines
Enterprise Data Warehouse

Architected and implemented an enterprise data warehouse to support high-volume healthcare reporting and analytics.

Enterprise Data Warehouse
Oracle
DB2
Healthcare Analytics
  • ✓Delivered EDW supporting $100M revenue and ~50K monthly claims
  • ✓Migrated 1,600 tables and 2TB of data from DB2 to Oracle
  • ✓Standardized pipelines across multi-terabyte datasets
  • ✓Enabled faster reporting for finance and operations teams
Master Patient Index

Implemented an Enterprise Master Patient Index (EMPI) to improve identity integrity and analytics accuracy across healthcare systems.

EMPI
Healthcare Data
Identity Resolution
Oracle
  • ✓Delivered EMPI supporting 25K active members
  • ✓Resolved identity issues affecting ~50K monthly claims processing
  • ✓Strengthened reporting integrity for $100M revenue analytics
  • ✓Preserved identity integrity through large-scale transformation