Signal Atlas
I build intelligent systems that turn complexity into durable leverage.
Data scientist, GenAI consultant, and systems builder working across product, models, knowledge, infrastructure, and markets.
Identity
Abhishek Panigrahi
Data scientist, GenAI consultant, and systems builder.
Build
- Agentic software systems
- Knowledge graphs and retrieval
- Applied ML and data platforms
- Cloud and production architecture
- Tools that compound human capability
Think
- First principles over fashionable abstractions
- Feedback loops over isolated features
- Reliability before spectacle
- Systems over disconnected components
- Compounding over one-time output
Now
- TestKraft
- AAAAS
- Portfolio Knowledge Engine / Brain
- KSHematic / quantitative research
- GenAI architecture work
Trajectory
- 2018Began building in intelligent software
- 2021Applied ML & data platform work
- 2023Agentic systems & knowledge graphs
- 2026TestKraft · AAAAS · Portfolio Brain