U
The platform serves real users in production, improving match accuracy and user engagement.
UpJobs.co
Job seekers struggle to find suitable positions efficiently, leading to missed opportunities. I developed a live AI job-matching platform that utilizes vector search and large language models to connect users with relevant jobs.
C(
This system significantly enhanced proactive engagement strategies, improving client retention.
CRIS (Corporate Risk Intelligence System)
Relationship management teams needed a way to identify at-risk accounts among a large dataset. I created a churn prediction pipeline that scans over 320,000 corporate accounts to highlight intervention targets monthly.
- Python
- SQL
- Azure ML
- Synapse Analytics
DK
This reduced data request turnaround times by over 50%, streamlining access to critical information.
Data Knight
Non-technical users faced long delays for data requests, hindering decision-making. I built a natural-language-to-SQL engine that simplifies data queries for users without technical expertise.
SF
This architecture enhanced compliance and trust in AI solutions across the organization.
Semantic Firewall Architecture
AI outputs risked breaching data governance standards across multiple products. I designed an architecture to ensure AI outputs remain within approved data governance boundaries.
- Azure
- Security Architecture