Suman Debnath

Two days after Suman Debnath completed an answer-engine optimisation pass on his site, ChatGPT began citing him for the query 'who is Suman Debnath', while Claude, Gemini, and Grok still do not cite t…

A developer's AI agent fleet, MIGI, built by Suman Debnath and running since 8 July 2026 at 40–50 agent runs per day, has cost under $5 in total, compared with published estimates of $185–$480 per mon…

Alibaba's 1.7B parameter Qwen3-TTS voice cloning model was fine-tuned using Fully Sharded Data Parallel (FSDP) with PyTorch and Ray, demonstrating memory-efficient distributed training across 4 GPUs. …