Computational Data Science
Finance
AI & ML
AryanKumawat
Building data-driven solutions at the intersection of technology & finance
Featured Project
Showcasing enterprise-grade solutions with cutting-edge technology
SlideSmith
Enterprise-grade AI slide generation with a 17-agent DAG pipeline, policy-based model routing (cloud or local via Ollama), 6-dimensional parallel QA, free image generation, and semantic PPTX/PDF export.
75% faster end-to-end via parallel validation
60% cost savings with task-aware routing
Free image generation via Pollinations.ai
Native PowerPoint charts + theme-aware PDF
Core Technologies
Next.js 15TypeScriptOllamaOpenAIPhi-4 14BGemma3 4BPollinations.aiZodPptxGenJSPDFKitRecharts
Key Features
- ▸17-agent DAG pipeline with parallel execution
- ▸Policy-based routing (quality/speed/balanced/local)
- ▸6-dim QA: facts, accessibility, readability, consistency, narrative arc, coherence
- ▸Free image generation via Pollinations.ai
- ▸Provider abstraction (Ollama/OpenAI/OpenRouter)
- ▸Theme-consistent PPTX/PDF export
Performance Metrics
3-5 min
Deck Generation
99.5%
Reliability