https://www.saswatsusmoy.com Notes on code, computation, and cleverness—one bit at a time. en-us Wed, 02 Sep 2026 00:00:00 GMT https://www.saswatsusmoy.com/blogs/making-reservoirs-continuous.html My SciML (MIT CSAIL) Summer Fellowship on ReservoirComputing.jl: continuous-time reservoirs on top of ODEProblems (ContinuousESN, integrator reuse, sparse Jacobians, LSM, and the cold-start bug that started it all). Wed, 02 Sep 2026 00:00:00 GMT https://www.saswatsusmoy.com/blogs/making-reservoirs-continuous.html https://www.saswatsusmoy.com/blogs/few-months-in-reservoir-computing.html What reservoir computing is, how echo state networks work, and four model variants in SciML's ReservoirComputing.jl — SVESM, LIFESN, ResESN, RMNResESN. Thu, 05 Jun 2026 00:00:00 GMT https://www.saswatsusmoy.com/blogs/few-months-in-reservoir-computing.html https://www.saswatsusmoy.com/blogs/building-for-bharat.html What I'm learning about GovTech from inside the Build for Bharat Fellowship, and how I got there. Tue, 05 May 2026 00:00:00 GMT https://www.saswatsusmoy.com/blogs/building-for-bharat.html https://www.saswatsusmoy.com/blogs/taming-an-h200-part-2.html Dual STT pipeline with WebSocket streaming ASR, Silero VAD state machine, IndicConformer optimized 650ms to 107ms, 128 concurrent users with zero errors. Fri, 27 Mar 2026 00:00:00 GMT https://www.saswatsusmoy.com/blogs/taming-an-h200-part-2.html https://www.saswatsusmoy.com/blogs/taming-an-h200-part-1.html From 7 idle Ollama containers to SGLang with FP8 quantization, EAGLE speculative decoding, and 256 tok/s — inference engineering on a government H200 GPU at CSG Karnataka. Fri, 27 Mar 2026 00:00:00 GMT https://www.saswatsusmoy.com/blogs/taming-an-h200-part-1.html https://www.saswatsusmoy.com/blogs/low-code-and-government.html My experience contributing AI features to DIALOG at Centre for Smart Governance, Govt of Karnataka—ISRO inventory, HRMS portals, Form.io, Camunda, and whether low-code is viable in govtech. Sat, 07 Mar 2026 00:00:00 GMT https://www.saswatsusmoy.com/blogs/low-code-and-government.html https://www.saswatsusmoy.com/blogs/queue-the-context.html How I took an agentic, multi-form Form.io builder from a 60k+ token context monster to a lean, queue-driven system that fits under 16k tokens—by combining RAG, CAG, and RabbitMQ. Fri, 06 Feb 2026 20:50:00 GMT https://www.saswatsusmoy.com/blogs/queue-the-context.html https://www.saswatsusmoy.com/blogs/the-intern-that-never-grows-up.html AI-assisted coding is no longer interesting because it can write code; it's interesting because it forces you to pick a philosophy of responsibility. The only philosophy that survives contact with real repositories, real maintainers, and real incentives. Fri, 31 Jan 2026 00:00:00 GMT https://www.saswatsusmoy.com/blogs/the-intern-that-never-grows-up.html https://www.saswatsusmoy.com/blogs/stop-treating-ai-agents-like-functions.html The fundamental mistake we're making in AI agent design: treating autonomous systems like deterministic functions. Here's why this approach is fundamentally flawed and what we should do instead. Thu, 24 Oct 2025 17:00:00 GMT https://www.saswatsusmoy.com/blogs/stop-treating-ai-agents-like-functions.html https://www.saswatsusmoy.com/blogs/i-never-knew-the-life-of-pre-ai-stack-overflow-developers.html I hear tales of the old days when geeks spent their billable hours rambling through those classic HTML aesthetic dev-forums, stack-overflow and what-not to get their idea into a working code. But unfortunately I started... Thu, 31 Aug 2025 17:00:00 GMT https://www.saswatsusmoy.com/blogs/i-never-knew-the-life-of-pre-ai-stack-overflow-developers.html