Case Studies
Selected examples of software development and systems engineering workâbackend services, real-time integrations, and infrastructure improvements.
Details are generalized to protect client confidentiality.
Monetization + Analytics for a Live Events Platform
Overview
Added promo bidding workflow, impression/click tracking, and admin reporting to a live, traffic-bearing ASP.NET MVC site.
Challenges
- Working within an existing codebase without breaking live functionality
- Maintaining production safety during feature rollout
- Ensuring analytics accuracy across high-traffic events
- Building extensible foundations for future monetization features
- Integrating reporting dashboards for business stakeholders
Approach
- Implemented promo bidding logic with validation and conflict resolution
- Built async impression/click tracking to avoid blocking user requests
- Created admin dashboards for campaign management and analytics
- Established clear data models and service boundaries
- Added comprehensive logging and monitoring for operational visibility
- Deployed incrementally with feature flags and staged rollout
Technologies
Outcome
Monetization features delivered without disrupting live traffic. Created a clearer, more maintainable structure for future enhancements. Reliable engagement reporting enabled data-driven decisions for business stakeholders.
Discuss a similar projectReal-Time SIP/VoIP Integration Foundations
Overview
Implemented a .NET SIP service foundation using SIPSorcery with streaming STT/TTS plumbing and call flow controls, designed for low-latency voice interaction.
Challenges
- Managing RTP streams and audio format conversions
- Wiring media sessions for bidirectional audio flow
- Building a real-time processing loop for speech recognition and synthesis
- Ensuring operational stability under varying network conditions
- Integrating third-party STT/TTS services with low latency
Approach
- Built SIP signaling layer with SIPSorcery for call control
- Implemented RTP media handling for audio streaming
- Created audio pipeline for format conversion and buffering
- Integrated streaming STT/TTS APIs with callback handlers
- Designed call flow state machine for interaction logic
- Added comprehensive logging and error recovery mechanisms
Technologies
Outcome
Established a working real-time loop foundation suitable for receptionist/assistant workflows. Created extensible architecture for future voice interaction features.
Discuss a similar projectInfrastructure Stabilization and Modernization
Overview
Reduced risk in a mixed Windows/virtualization environment by improving AD/DNS/DHCP/DFS reliability and virtualization workflows.
Challenges
- Legacy domain controller upgrades without service disruption
- Resolving Active Directory replication backlogs
- Improving backup and snapshot reliability
- Planning safe decommission of end-of-life systems
- Addressing DNS/DHCP configuration drift
Approach
- Performed health assessments of AD, DNS, DHCP, and DFS services
- Upgraded domain controllers with staged rollout and validation
- Resolved replication issues and optimized site topology
- Implemented consistent backup procedures and tested recovery scenarios
- Documented infrastructure configuration and created runbooks
- Established monitoring and alerting for critical services
Technologies
Outcome
Improved business continuity and service reliability. Clearer infrastructure topology with documented procedures. Reduced operational risk through proactive maintenance and more reliable backup behavior.
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