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Featured Projects 

You can't fix what you can't measure. The BCBS National Health Equity Strategy starts with data — standardized, reliable, and granular enough to reveal disparities that aggregated numbers hide.

“Data is foundational to understanding disparities in health and to measuring our progress in eliminating them.” ​
- Blue Cross Blue Shield Association

My role was to build the system that makes that data real: designing the architecture, leading the delivery, and ensuring the platform could scale across dozens of independent BCBS organizations without sacrificing consistency or patient privacy.

Projects - Health Equity

Health Equity

Two problems, both urgent. First: a FIX engine with bottlenecks that were costing Goldman Sachs competitive positioning on every trade. Second: 12 overlapping client preference systems that made it impossible to serve clients consistently or move quickly when they needed changes.

"In our business, a few milliseconds can be the difference between winning a client's trade and losing it to a competitor. If we can't be the fastest, we can't be the first call our clients make."

The solution was a ground-up re-engineering of the connectivity stack targeting sub-millisecond latency, a unified client preference system capable of handling 300+ changes per month, and a compressed release cycle that could actually keep pace with client demand.

Projects - Electronic Trading

Electronic Trading

The solution involved a full-scale technology transformation across the Investment Research division, delivered over a three-year program. 

“This transformation gave us a competitive edge — we’re now delivering research to clients faster, in more formats, and with greater reach than our peers. The platform has turned technology into a driver of commercial growth.” 
— Goldman Sachs Partner

Key elements:
    • Global Platform Consolidation — replaced disparate, region-specific systems with a single unified platform
    • Authoring & Publishing — designed and delivered a new authoring, analysis, and publishing environment with integrated workflow management
    • Document Management — multi-language (English, Japanese, Chinese), multi-brand, multi-format (PDF, XML, HTML, Text) content delivery
    • Analyst-Centric Experience — revamped authoring tools integrated directly with analyst desktop workflows via XML/XSLT
    • Data & Analytics Integration — automated extraction of Excel-based analyst models into relational databases, enabling cross-sector analytics and macroeconomic reporting
    • Expanded Distribution — analyst blogs, multimedia morning calls, mobile access, and client-friendly trusted links

Projects - Investment Research

Investment Research

The process is straightforward by design:

    • Input: A timestamped lyrics file and the corresponding audio track
    • Processing: For each lyric phrase, LyricVis generates a unique AI image
    • Output: Images are sequenced and synchronized with the audio to produce a cohesive video

The result is a music video generated entirely from the language of the song itself — no director, no crew, no budget. Just lyrics, a model, and the question of what they produce together.

Projects - LyricVis

LyricVis

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