Mitrasish Mukherjee
Co-founder & CTO, Spheron
Co-founder & CTO at Spheron. Writes about GPU clouds, AI infrastructure, and what it actually takes to run large-scale model training and inference.
Mitrasish is Co-Founder & CTO of Spheron, an enterprise GPU rental marketplace that aggregates capacity from vetted data center partners worldwide. He works closely with AI teams shipping LLM training, fine-tuning, and inference at scale, and writes most of the engineering and product content on the Spheron blog. Before Spheron he spent years building developer infrastructure across compute, storage, and orchestration.
Posts by Mitrasish

ASUS Ascent GX10 vs DGX Spark: GB10 Boxes Compared (2026)
Oct 5, 2026
MiMo-V2.6-Pro GPU Requirements: 1T MoE Setup Guide (2026)
Oct 4, 2026
Stop GPU Instance Without Losing Data: Spheron's Park Feature
Oct 4, 2026
AI Finance Agent Infrastructure: Self-Host an Accounting Agent
Oct 3, 2026
AI Phone Agent GPU Cloud: Self-Host a Bland AI, Vapi, Retell Alternative
Oct 3, 2026
Sparse Tensor Core Speedup: The 2:4 Sparsity Myth
Oct 2, 2026
Reduce Padding Tokens Fine-Tuning: We Benchmarked Sequence Packing vs Padding
Oct 2, 2026
Ling 3.0 Flash VL GPU Requirements: 124B MoE Setup (2026)
Oct 1, 2026
Shared Memory Bank Conflicts: Why Your Quantized Kernel Is Slow
Oct 1, 2026Try It on Real GPUs
The GPUs behind these guides are the ones you can rent here: H100s, H200s, B200s, and more, billed per minute after a 20-minute minimum runtime, with no contracts. Pick one and you are live in under two minutes.