Independent researcher exploring the intersection of algorithms, mathematical optimization, and geospatial systems. Building tools that push spreadsheets and constrained environmen... Show moreIndependent researcher exploring the intersection of algorithms, mathematical optimization, and geospatial systems. Building tools that push spreadsheets and constrained environments (Google Apps Script) beyond their perceived limits.
My work intersects Google Apps Script, spreadsheet computation beyond conventional use, mathematical optimization, algorithms, physics, geospatial analysis, and emergent domains.
My research interest are
1. Multi- Armed Bandit Algorithm(Ongoing): Active research into sequential decision-making under uncertainty, with applications in resource allocation and adaptive systems.
2. Neural Computation in constrained environment: Exploring how neural architectures can operate within severe memory/compute constraints (e.g., Google Apps Script, embedded spreadsheets).
3. Mathematical optimization: Linear, integer, and combinatorial optimization as the backbone of decision systems and resource allocation problems.
4. Decision theory and feedback loops: Theoretical and applied work on how systems learn from outcomes and adapt strategies over time.
5. Google Apps Script as a Computational Platform: Investigating the boundaries of serverless scripting environments for algorithm deployment, automation, and lightweight full-stack applications beyond their intended use cases. Show less