My Projects
A showcase of my technical work and problem-solving approach
GenAI Automation for Customer Intake Process
Leveraging generative AI to streamline customer engagement workflows and democratize knowledge
Challenge
Handling 10-30 customer intakes weekly, with each requiring 60-minute manual review across 11 key areas. This time-intensive process reduced ability to focus on direct customer engagement for both individual contributors and broader team.
Solution
Created specialized AI persona for customer engagement assessment, programmed evaluation of 11 key assessment areas, built automated review process with opportunity analysis, and expanded capabilities to include support for common questions, use case identification, and reference matching system.
Results
• Reduced intake review time from 60 to 15 minutes (75% reduction)
• 400+ unique users globally
• 1,400+ prompts utilized in five weeks
• Standardized global response process
• Enhanced team effectiveness and knowledge democratization
Experience-Based Acceleration Program Transformation
Scaling customer acceleration program across North America while maintaining quality and improving outcomes
Challenge
Joined AWS's Experience-Based Acceleration program during scaling challenges. The program had 225+ waterfall tasks despite being labeled as agile, limiting ability to effectively serve commercial sector customers.
Solution
Analyzed existing 225+ task workflow, restructured program to be truly agile and customer-centric, created right-sizing methodology for different customer stages, developed KPI framework for Customer Success Managers and Solutions Architects, and built partnerships across sales organizations.
Results
• 300% growth in first year
• 180% continued growth in subsequent years
• 14-18% uplift in usage revenue for participating customers
• 4.6/5 customer satisfaction with executive stakeholders
• Successfully integrated program into standard performance metrics
Partner Enablement Bootcamp Program
Creating and scaling standardized training program for global partner ecosystem
Challenge
Partners needed standardized, scalable training program for customer engagement methodology. Required comprehensive bootcamp deliverable consistently across global regions while maintaining high quality and engagement.
Solution
Developed comprehensive two-day virtual workshop format with hands-on simulation exercises, built interactive scenarios and theme-based engagement model, established prerequisite training framework, created facilitator guides and setup templates, and established multi-region delivery model.
Results
Bootcamp Success (6 months):
• First session: 31 attendees, 94% satisfaction (94/100)
• Second session: 78 attendees, 76% satisfaction (3.8/5)
• 39 partner organizations enabled across three global regions
• Multiple partners achieving 3-5 completions
• Consistent adoption across global organizations
Technical Community Podcast & Content Program
Building and scaling technical content program to showcase innovation and technical leadership
Challenge
Joined technical community core team and took ownership of podcast channel. The program needed consistent content delivery, measurable engagement across multiple platforms, and scaling to reach broader audiences.
Solution
Led multi-platform content strategy including live streaming, podcast production, and conference appearances. Built comprehensive customer showcase program featuring technical leaders, developed diverse industry representation across content, and established consistent bi-weekly release cadence.
Results
Content Production Scale (2 years):
• 75+ live shows delivered
• 70+ podcast episodes streamed
• 5000+ total podcast downloads
• 50+ enterprise customers featured
• 5 major conference participations
• Industry coverage: Healthcare, Financial Services, Technology, Telecommunications
Enterprise Digital Transformation Initiative
Comprehensive strategy to streamline and improve end-to-end technology experience for enterprise sales organization
Challenge
A Fortune 500 organization with 22,000+ employees faced fragmented technology experiences across multiple departments, significantly impacting sales force productivity and customer satisfaction.
Solution
Developed holistic technology solutions with cross-departmental alignment and implemented comprehensive change management strategy including executive communication frameworks.
Results
• Successfully aligned 22,000+ employees across multiple departments
• Streamlined technology experience organization-wide
• Improved operational efficiency and user satisfaction
• Enhanced collaboration between previously siloed teams
Legacy System Migration & Adoption
Leading successful migration from legacy CRM to modern platform with cultural transformation
Challenge
Inherited legacy CRM system with only 20% adoption rate, where most teams used paper-based processes. This was the organization's first and only CRM system. Needed to migrate to new platform by September and achieve 70% adoption by year-end across state operations.
Solution
Created detailed project plan for migration, built multi-channel marketing campaign, established clear success metrics, designed comprehensive user training program, engaged leadership stakeholders, and created memorable adoption campaign with peer champions network.
Results
• Achieved 85% adoption by December (surpassed goal by 15%)
• 65% improvement from baseline
• Completed 3 months ahead of schedule
• Shift from paper to digital processes
• Created data-driven culture with sustainable practices
Enterprise File Migration Project
Completing eight-year-old migration project in six months
Challenge
Eight-year-old migration project to retire legacy file servers had repeatedly failed, impacting 26,000 users and 11TB of data. Previous attempts lacked coordination across five departments and stalled due to cost and complexity concerns.
Solution
Identified lack of cross-department alignment, coordinated across five departments, negotiated resource sharing agreements, created sprint prioritization framework, leveraged existing vendor contracts, identified duplicate content (6.5TB), and developed migration pathway with user support model.
Results
• Delivered in 6 months vs. 8 years of previous attempts
• Achieved 99% positive user experience
• Maintained net-zero cost target
• Successfully migrated 26,000 users
• Removed 6.5TB of duplicate/unnecessary data
• Eliminated legacy technical debt
Hardware Deployment Optimization
Transforming new employee computer deployment process
Challenge
New employee computer deployment taking 21 days on average across 300 locations, negatively impacting 2,500 new employees' onboarding experience. Limited data available due to manual processes and lack of integration.
Solution
Gathered baseline metrics, mapped end-to-end process and identified bottlenecks, studied retail delivery models from leading companies, created inventory projection model based on historical hiring data, and evaluated ROI for each option with risk mitigation.
Results
• Reduced delivery time from 21 days to 2 days (90% reduction)
• Met field expectations and improved onboarding experience
• Successfully managed $250,000 inventory investment
• Maintained net-zero cost through smart projections
• Created predictive inventory model
Virtual Conference Platform Implementation
Rapidly transforming in-person conference to virtual experience during pandemic
Challenge
With just 8 weeks notice due to COVID-19, needed to transform annual in-person conference in major city, typically hosting 12,000 attendees, into virtual experience. Required maintaining same level of engagement and impact while ensuring technical reliability and accessibility for all employees.
Solution
Built dedicated event website, implemented streaming platform with interactive chat system, created content management solution, integrated live chat functionality with moderator capabilities, implemented emoji reactions, and created hybrid content delivery with real-time monitoring.
Results
• 26,000 virtual attendees (highest attended event in company history)
• 100% employee accessibility
• 96% satisfaction with technology
• 4.9/5 satisfaction score
• Only 50 support calls per day
• Completed implementation in 8 weeks
Data-Driven Prioritization Team
Creating centralized team to transform technical prioritization
Challenge
At 160-year-old financial services company, identified opportunity to transform how technical work was prioritized across enterprise. Despite extensive customer feedback and technical data, teams worked in silos, impacting ability to deliver optimal customer experiences.
Solution
Analyzed 1M+ pieces of customer feedback, evaluated 250,000 technical tickets, consolidated monitoring data, recruited 6 technical program managers, built partnerships across Business, Technology, and Finance, and led email optimization project with code review coordination.
Results
• Reduced email application startup from 120 to 15 seconds
• Streamlined codebase by 75% (from 80,000 to 20,000 lines)
• Achieved 95%+ customer satisfaction
• Managed $25M licensing costs effectively
• Built first centralized customer experience team
People Leadership & Team Development
Building high-performing technology team while driving digital transformation
Challenge
Led team of 30 technology professionals across 9 states, managing 5 direct reports while implementing significant digital transformation. Needed to build high-performing team while maintaining 95%+ customer satisfaction.
Solution
Implemented regular talent reviews, created career development frameworks, established mentoring programs, built inclusive hybrid work culture, developed performance improvement plans, created diversity-focused development squad, and led 6-month development program.
Results
• Highest employee satisfaction scores
• 90%+ retention rate
• Multiple internal promotions
• Strong diverse talent pipeline
• 95%+ customer satisfaction
• Successful digital transformation delivery
Technical Mentorship Program
Developing next generation of technical talent through structured mentorship
Challenge
Selected as mentor for technical university students, bringing unique customer-focused perspective to complement their technical training. Students typically receive primarily technical mentorship, creating opportunity to provide both technical and business acumen.
Solution
Established structured bi-weekly mentoring sessions over 12-week period, provided guidance across technical skill development, business perspective, customer engagement, and career planning. Created blended learning approach combining technical assignments, real-world scenarios, customer success principles, and infrastructure implementation.
Results
• 75% of students received residency offers (3 out of 4)
• 50% converted to full-time roles (2 students)
• 1 Associate Customer Success Manager
• 1 Associate Solutions Architect
• 100% mentee program completion rate
• Created pipeline from university program to full-time roles