48-72h → <1h
Report turnaround
Consulting-grade market research reports with insights, charts, and native PPTX output.
Resume
Conventional artifact, evidence-first summary.
The downloadable PDF is the source of truth for employment history, dates, public metrics, skills, awards, and education.
10x
ML infra cost reduction
Production ML platform simplification after taking ownership of search, discovery, and recommendations.
93% → 98%
CV accuracy lift
Worksheet recognition improvement for education products used by real learners.
30-50
Sandbox tasks per report
Persistent analytics sandbox execution with independent judge verification.
15-25
Charts per report
Highcharts visualizations generated with multi-threshold scoring.
Top 6%
Global Kaggle rank
FIDE and Google Efficient Chess AI Challenge, 2025.